The old house felt hollow, the echoes of laughter replaced by the persistent tick of the grandfather clock. She was seated at the kitchen table, the list spread out before her. She took a deep breath, the air tasting stale and heavy. A slight tremor ran through her hands. This was it.

*Plant a redwood tree.* The words felt impossibly big. Her mother had always been a lover of nature, a woman of big dreams. She felt a pressure in her chest, a sudden need to flee. She pushed the list away, then reached for it again. She had to do this.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210