He stared at the photograph, the image of him as a child, standing next to the sapling he'd planted. His fingers traced the outline of the tree. His chest felt constricted, making it difficult to breathe. He had been putting off this trip for weeks.

His phone buzzed in his pocket. He ignored it. He felt trapped, pinned down by a sense of impending doom. He felt a profound sense of loss, a hole in the landscape of his past.

He closed his eyes and took a deep breath, steeling himself. He knew he couldn’t delay any longer. He got into his car, the interior suddenly feeling too small.

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