The afternoon sun streamed into the empty dining room, illuminating dust motes dancing in the air. Richard polished a wine glass, turning it this way and that to catch the light. The silence, broken only by the rhythmic swish of the cloth, was a balm to his frayed nerves. He ran his hand over the smooth, cool surface of the mahogany bar, feeling the familiar grain. He'd built this place from the ground up, and today, it was his, and no one else’s. He would deal with the words, eventually.

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