The flickering gaslight cast dancing shadows across the cramped attic room. Arthur's stomach was doing flip-flops. He told himself it was the chill air. It was a lie. He tried to focus on something else, anything else, but the task at hand was far too overwhelming.

The letter lay hidden between the pages of an old volume of poetry. He felt his face flush as he read the opening lines, his brow furrowed in concentration. His breath caught in his throat.

He had to read the letter, of course, but it felt like a betrayal. His mind raced. He took a sip of water. He needed to get through this.

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