The rain began to fall as Mark walked home, the wallet burning a hole in his pocket. Each footstep felt heavy, each shadow seemed to shift and watch him. He had to be smart, very smart.

He stopped beneath the flickering glow of a streetlight. He felt a strange tingling in his fingers, and his stomach churned with a mixture of excitement and dread. He was already planning how to spend the money.

He pictured his wife's face, the joy, the relief. Then, the police flashed in his mind, the jail cell. The clenching in his jaw made his teeth ache. He shoved his hands deeper in his pockets.

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