David, whistling a jaunty tune, adjusted the volume on his stereo. The music filled his home, chasing away the remnants of a difficult week. He poured himself a glass of wine, savoring the deep red color and the anticipation of a relaxing evening. He had created this space, this atmosphere, a haven from the world's harsh realities.

He heard a shrill ping from his laptop. A news alert. He clicked it, expecting some mundane headline. Instead, it was a link to a website, a digital version of his most intimate teenage musings. The glass slipped from his grasp, shattering on the floor. His breath caught in his throat.

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