The weight of the warm blanket, the soft glow of the bedside lamp, the quiet rhythm of the night – it was all she needed. After a long day, all Laura wanted to do was cuddle in bed with her husband, Henry. Henry worked for the local city as a lawyer, and they had a very comfortable life. He always said work was hard, but he always provided for them. She listened to him breathing beside her.

A knock on the door. It was the police. The warm bed, the sense of security, the familiar comfort of her life – all of it seemed to shrink, fading into a haze of impending reality.

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