Chef Antoine hummed a jaunty tune, wiping down the gleaming stainless steel of his kitchen. The lunchtime rush had ended, the clatter of pans and the frantic shouts of the line cooks replaced by a comfortable quiet. He savored the stillness, the almost palpable feeling of control that settled over him as he surveyed his domain. He poured himself a small glass of wine, red and robust, and took a slow sip, letting the warmth spread through his chest. Later, he would check the online reviews, but for now, he would not. He would not allow the criticism to taint this serenity.

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