The aroma of freshly baked bread filled Amelia's tiny apartment. Sunlight streamed through the lace curtains, illuminating dust motes dancing in the air. She hummed as she meticulously arranged her collection of antique teacups on a small, round table. Her fingers moved with a practiced ease, each object placed with delicate precision. A contented sigh escaped her lips as she surveyed her handiwork, the ticking of the grandfather clock in the corner the only sound interrupting the quiet.

Suddenly, a persistent buzzing from her phone broke the tranquil atmosphere. It was a message from the hospital, a request for her to come in for an unscheduled appointment. Irritation flickered across her features, but she pushed it down. She had worked hard to get where she was, and this was not going to ruin her day.

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