The rain pattered gently against the windowpane, a soothing soundtrack to the evening. She was curled up on the sofa under a soft blanket, a mug of chamomile tea warming her hands. The book in her lap was a favorite, a familiar comfort. She turned a page, lost in the story.

She opened the link to the university’s magazine, a tradition she indulged in regularly. A link to the “most memorable essays” was highlighted, and she clicked, anticipating a pleasant distraction.

The words leapt out at her. It was her essay, every carefully crafted syllable. Her shoulders slumped. Her breathing became shallow and rapid. Her tea was forgotten.

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