Michael sprawled on his couch, remote in hand, flicking through channels. His apartment was his sanctuary, a meticulously curated space of muted colors and comfortable textures. He’d spent years perfecting the arrangement of his books, the angle of the sunlight on his favorite armchair. The evening news droned in the background as he drifted from show to show, and he felt a peaceful contentment in the mundane.

A knock. Unexpected. He cautiously peered through the peephole. A woman, clutching an envelope, stared back. Her eyes met his, and he instantly knew it was a look he had seen many times before. The envelope carried news that would fracture the meticulous order of his existence, but he let her in.

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