The aroma of freshly baked bread filled the apartment. David was humming a jaunty tune, stirring a pot of soup on the stove. The smell of garlic and herbs filled the air. Sarah was at the kitchen table, working on a crossword puzzle. They had been happily together for years, and he’d never felt so... content.

He went to get a book, reaching for his favorite one. He reached behind it and found a small, ornately carved wooden box. He didn't remember seeing it before. He lifted the lid, and found it filled with cash. He slowly closed the box. A new sensation, one that felt like a secret, bloomed in his chest.

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