A chill, unrelated to the autumn air, settled upon Evelyn. She could taste metal at the back of her throat, a familiar symptom of anxiety. She kept replaying the conversation she'd had with Mrs. Gable a few days earlier, replaying the implications. The pending conversation felt like an endless black void.

The knock came, sharp and insistent, at the side door. Evelyn jumped, her hand flying to her chest.

Mrs. Gable, her smile strained, launched into the explanation, her words precise and measured. Evelyn forced herself to listen, though her head was swimming. The tree, her grandfather’s tree, its presence seemed suddenly and terribly at risk. She swallowed hard, struggling to maintain a facade of composure.

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