The hum of the refrigerator and the gentle bubbling of the fish tank created a constant, low-level white noise. It was a comforting sound to Peter, as he sorted through his stamp collection, a ritual he’d followed since childhood. The tiny squares of paper, each a miniature work of art, were a source of deep satisfaction. His wife, Elaine, entered the room, her face tight.

“Peter, I need to tell you something,” she began, her voice strained. Peter looked up, his fingers stilling on a rare postage stamp.

“I’m joining the Church of Scientology.” A cold shiver ran through Peter. The familiar comfort of the room evaporated, leaving him feeling exposed and vulnerable. His breath hitched in his throat.

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