The sharp, metallic clang of the wind chime outside abruptly ceased, replaced by a deep thud. A tremor ran through Sarah’s body. She froze mid-sentence, the words catching in her throat as she stared at the wall of her living room. Her body had an overwhelming sense of dread.

Her neighbor, Mrs. Petrova, had that giant weeping willow that hung so ominously over her roof. Sarah had a new roof put on just last year and that willow looked like it was aiming directly for it.

She walked slowly to the door, her legs felt like jelly. With a shaking hand, she unlatched it. The sight that greeted her took her breath away. The weeping willow was down. And it had indeed landed partially on her roof.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210