The air inside the pawn shop was heavy with the scent of old paper and forgotten dreams. David had just got a significant offer on the sale of his house. He walked into the shop with a sense of… well, a feeling he hadn’t felt in years. He felt the tension fade.

He looked around. His eyes fell on a ring. It had a strange shape, and a dark stone. He found himself walking towards it. It was his grandmother’s.

He tapped on the glass. “How much?” he asked.

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