He stared at the photograph, his jaw working as if he were chewing something bitter. David had always been told his father was a war hero. The picture, however, showed his father, not in uniform, but in casual clothes, smiling at a casino. He leaned back in the chair, the wood creaking beneath him.

He felt a tightness in his chest, a sensation akin to being physically constricted. The photograph threatened to unravel everything. He had been so proud. He hadn't known what to make of the details within the picture.

He took a sharp, indrawn breath. He needed to understand. He needed to make sense of what he was seeing. He picked up the photograph again, his fingers tracing the edges as though he could somehow erase the image.

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