The late afternoon sun cast long shadows across the freshly mowed lawn. Sarah hummed along to the radio as she hung the last of the laundry. The rhythmic snap of the clothespins was a comforting counterpoint to the music. She felt a lightness in her chest, a gentle warmth that spread through her limbs as she surveyed the tidy backyard. After weeks of unpacking and organizing, finally, the house felt like hers.

A creak from the attic door, however, broke the reverie. Sarah, slightly startled, took a moment to compose herself. She’d been meaning to inspect the attic, but the idea of climbing into that dusty, unknown space had always been put off. Now, though, the sound demanded attention.

She grabbed a flashlight from the kitchen drawer, its cold metal a familiar weight in her hand. The attic door, when she pulled it down, revealed a narrow set of stairs. As she climbed, each step felt solid beneath her feet, and the rhythmic thump of her boots on the wood felt reassuring. The light from the flashlight cut through the gloom, illuminating dust motes dancing in the air.

At the top, the beam landed on a trunk tucked away in the corner. Its leather was cracked and worn, but the brass clasps still gleamed faintly. A small smile touched her lips. This was a discovery; a new adventure, and the anticipation made her heart flutter.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370