The pounding was a persistent throb in David’s temples. He winced, clutching his head, as a particularly loud clang echoed from next door. His appetite had vanished. He hadn't eaten more than a few crackers all morning, a bitter taste coating his tongue.

He sat on his porch swing, trying to read, but the words blurred before his eyes. Each passing truck, each raised hammer, sent a jolt of anxiety through him. He found himself avoiding eye contact with the construction workers. He wanted to scream at them, to demand they stop, but he couldn't find the strength to do it.

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