"Just another day," Maya murmured, pulling on her favorite worn sweater. The familiar weight of it was a comfort. She opened the curtains, letting the morning light flood into her cozy apartment. The scent of her jasmine plant, a familiar, fragrant presence, filled the air. She'd spent the last decade building this life, brick by quiet brick.

A notification popped up on her laptop. An unfamiliar website. She clicked, and the world tilted. Her innermost thoughts, her teenage heart’s secret yearnings, were sprawled across the screen for all to see. She felt a sudden, icy grip in her stomach.

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