The rain lashed against the windows, a rhythmic drumming that blended perfectly with the steady rhythm of the whirring ceiling fan. Wrapped in a favorite knitted throw, Sarah was lost in the immersive world of her book. The pages turned easily beneath her fingertips. Nothing could disturb her.

A curt knock shattered the tranquility. The new neighbor.

“Are you aware of the noise you’re making?” the man asked, his voice sharp and accusing. “I can’t sleep.” Sarah's stomach twisted. She shifted in her seat.

“I’ll… I’ll keep it down,” she murmured, her voice barely a whisper. She looked at her book. It was now useless.

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