The old trunk felt heavy, both physically and metaphorically. Liam’s breaths came in shallow gasps as he worked to open it. He found a collection of old letters and photographs. His fingers, usually steady, fumbled with the brittle paper.

He had always known his great-grandfather as a stoic, reserved man. The photos told a different story. They showed him in boisterous poses, laughing with people Liam had never seen. The man in the pictures was nothing like the man he had known. The silence of the room pressed down on him.

He was suddenly aware of the pounding in his ears, a relentless drumbeat against the quiet. He felt a sudden chill, despite the warm spring air. Everything he thought he knew now felt like a fragile illusion, ready to shatter.

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