He had to get out, he needed to walk. The walls of his apartment were closing in. The rejection letter from the patent office lay on the kitchen table, a crisp, official document. Its words, cold and clinical, echoed in his mind. He pulled on his jacket, the familiar weight a small comfort. Outside, the city thrummed, a constant reminder of the world’s indifference to his disappointment. He started walking, his pace quickening, trying to outrun the feeling that had settled deep in his bones.

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