He paced the small dorm room, the worn rug doing little to soften his footfalls. Each stride felt jerky, the movements uncoordinated. Ethan knew. The slight shift in Olivia’s behavior—the subtle avoidance, the fleeting glances—told him everything. He ran a hand through his already messy hair, the familiar gesture failing to calm him.

He pictured her, hunched over the leather-bound book, her eyes scanning the secrets he’d carefully guarded. The thought ignited a fire in his belly. He felt a desperate urge to flee, to escape the suffocating closeness of the room. He stopped pacing, his chest aching with a pressure he couldn't quite name.

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