The air felt thick, heavy, difficult to breathe. Liam swallowed hard, the muscles in his throat constricting. The absence of his motorcycle was a gaping wound in the morning landscape. He'd been looking forward to the ride to work, the cool wind on his face.

His fingers clawed at his shirt pocket, searching for the key fob. He held it up, as if expecting the bike to magically reappear. His heart pounded against his ribs. He felt a sudden, profound sense of helplessness.

"No, no, no," he said under his breath. He had to be calm. He should call someone.

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