“Well, here we go,” whispered Clara. The words felt foreign. She stood at the edge of the property, her shoulders hunched slightly. The air felt heavy, pressing down on her. She avoided looking directly at the spot, the memory of that tree a vivid thing. It seemed almost mocking.

She took a hesitant step forward, then another. The sound of birdsong seemed too loud, too cheerful. Her mouth felt dry, and she licked her lips. Her fingers felt cold.

She finally looked. The sight hit her like a punch to the gut. She swayed slightly, bracing herself against an invisible force.

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