The old farmhouse creaked and groaned around him, a symphony of unseen movement. Ben held the letter aloft, the paper shimmering in the weak afternoon light. The house felt too big, the silence too profound. He shivered, although the temperature remained mild.

He sat at the kitchen table, the wood worn smooth with time. Dust motes danced in the sunbeams that pierced the grimy window. The scent of woodsmoke, usually a comfort, now felt heavy. He bit his lip.

He forced himself to open the letter. He had to know the truth. His fingers trembled as he began to read.

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