“Another successful batch!” I declared, pulling the cookies from the oven. The warm, yeasty scent permeated the kitchen. I wasn't concerned with the forthcoming fence, though the thought of it made my forehead furrow.

I set the cookies on a cooling rack, the rhythmic tick of the grandfather clock in the hallway a comforting sound. The house was filled with the sounds of my family, their familiar laughter a balm to the soul.

I poured a glass of milk and took a bite of a warm cookie, the sweetness spreading through me. The world outside, including the fence, seemed far away.

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