The sterile white walls of the waiting room closed in on him. John kept shifting in his seat, his leg bouncing uncontrollably. He ran his hand over his face, feeling the prickle of stubble he hadn't had time to shave this morning. Across the room, Mark, his friend since childhood, was flipping through a magazine with an air of nonchalance that infuriated and, oddly, comforted him.

He felt a tightness in his throat, making it difficult to swallow. The questions, the pressure, the possibility of failure – it was all overwhelming. He wished he could just walk out, but the thought of letting Mark down, of not even trying, was worse.

He closed his eyes, took a deep breath, and tried to calm the fluttering in his stomach.

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