The art studio buzzed with energy, the vibrant colors a visual symphony that invigorated Clara. Brushes, paints, and canvases were her companions, the familiar smell of turpentine a comfort. She was immersed in her senior project, the culmination of years of hard work. She was on the verge of something, the future beckoned.

A notice appeared on the bulletin board. "Urgent: University Announcement." With a sigh, she glanced at it, expecting something about deadlines. But the words leaped out at her, each one a blow: the university was to close its doors. The colors around her seemed to dim, the vibrant energy of the studio slowly fading.

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