Sweat beaded on Liam's forehead as he stared at the overflowing cardboard box in the attic. Dust motes danced in the single shaft of sunlight. He knew what was in there, the remnants of a life he thought he had left behind: his school days. His mother had been a meticulous woman, a keeper of everything. He’d never thought to question it before. He had come up here, searching for his childhood baseball glove, now a distant memory.

His hands shook as he lifted the lid. The scent of aged paper and forgotten ink filled his nostrils. He felt a peculiar tightening in his chest. His heart thudded in his ears.

Inside, neatly organized by year, were stacks of assignments. Book reports. Art projects. Spelling tests marked with red pen. He gingerly pulled out a crumpled book report on *Moby Dick*, his handwriting barely recognizable, the margins filled with his mother's encouraging comments.

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