She found herself picking at the skin around her nails, a habit she'd long tried to break. Professor Dubois, her advisor, was leaving. The news had sucker punched her. The thought of explaining her work, presenting her ideas to a different person sent a shiver down her spine.

She stared out the window, watching the rain streak down the glass. The sky mirrored her mood: gray and overcast. She felt a growing sense of panic.

She rubbed her arms, as if trying to ward off a chill. Her mind raced with possibilities, each more daunting than the last. She felt utterly alone, isolated by the magnitude of the situation.

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