A light rain pattered against the windowpanes as Olivia stirred her soup, a savory aroma wafting through her cozy kitchen. The soft glow of the overhead light illuminated the room. She had spent the day working on a new knitting project, the rhythmic click of the needles a familiar comfort. Retrieving the mail, she came across the blank card.

She glanced at it, a flicker of curiosity in her eyes. It was a mundane thing, nothing more than a piece of paper. With a small smile, she set it aside, unread. She returned to her soup, and the warmth of the stove was a familiar friend.

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