He stretched, his muscles loosening with a satisfying crack. The afternoon sun cast long shadows across the open studio space, illuminating the scattered paint tubes and canvases. He’d spent the morning working, lost in the creative process, the world outside fading to insignificance. A sense of satisfaction permeated his being; he had finished another piece.

He checked his email, a habitual act. He clicked on the link. There it was, the review of his latest piece. His name was nowhere to be found. Instead, a stranger’s name was listed, a name he did not know. A name that mocked his passion.

His hands clenched into fists, knuckles white. The studio, once a haven of creativity, now felt oppressive, the canvases accusing. He kicked at a stray paintbrush, the wood scraping against the floor. He wanted to shatter the carefully constructed reality around him.

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