He’d just finished meticulously polishing his vintage car, the chrome gleaming under the afternoon sun. John ran a hand over the smooth, cold surface, a familiar gesture that always brought a sense of satisfaction. The rhythmic click of the latch on the garage door followed by his father’s footsteps felt ingrained in his life. “Hey, son,” his father began, an unusual seriousness in his tone.

John braced his hand on the car, his knuckles white. The air felt suddenly thick, the cheerful chatter of the birds overhead fading into the background.

“I’m joining the Islamic faith,” his father declared. The words hung in the air. John swallowed hard, the taste of metal suddenly coating his tongue.

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