The aroma of freshly brewed coffee, a comforting blanket, wrapped around Amelia as she hummed along to the radio. Sunlight poured through the kitchen window, illuminating dust motes dancing in the air. She buttered a piece of toast, meticulously spreading the golden sheen across the surface. Today was laundry day, followed by a long walk in the park with Leo. She had just finished a particularly good book and was feeling settled.

"Hey, Ames," Leo’s voice startled her, and she nearly dropped her toast. He stood in the doorway, a crease marring his usually jovial face.

"Everything alright?" she asked, a small tremor in her voice. The toast felt suddenly heavy in her hand. Leo began to speak, and Amelia felt the ground beneath her feet shift. The kitchen, which had been a haven, seemed to shrink.

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