He stared at the drawing, a piece of paper clutched tightly in his trembling hand. It depicted a creature with oversized ears and a perpetually surprised expression. He recognized it immediately. "Binky." His imaginary companion.

He sat on the edge of the child-sized chair, his hands shaking so violently he had to place them in his lap to stop the movement. It was a peculiar sensation, like he was standing on shifting ground. The image on the paper seemed to pulsate, as if mocking him.

His sister, Jessica, walked into the room, a concerned look on her face. "Ethan, are you alright? You look pale." He swallowed hard, trying to form a coherent sentence, but his throat had suddenly closed.

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