The notice on the door practically vibrated with menace. Mr. Henderson, next door, planned to build a six-foot privacy fence. Sarah stared at the official-looking document, her stomach doing a tight little dance.

Her hands clenched into fists, then she forced herself to smooth them against her jeans. The oak tree, her favorite, would be on their side of the new barrier. Would it get enough sun?

She imagined the shade deepening, the sunlight, once golden on the leaves, becoming a distant memory. A tightness settled in her chest. She needed to speak to Mr. Henderson, she decided, though the thought sent a fresh wave of unease washing over her.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228