He’d typed the name in slowly, his fingers hesitating over the keys. Sarah. He hadn’t thought about her in years. A picture of her face, older now, a smile that seemed cautiously offered, stared back at him from the screen. His palms began to sweat, slick against the cold glass. The office felt unusually warm. He loosened his tie, the fabric suddenly too tight around his neck.

He considered the request. It had only been a minute since he’d sent it, but it already felt like an eternity. He ran a hand through his hair, mussing it further. Should he have added a message? No, he thought. Keep it simple. Less pressure. He drummed his fingers on the desk, the rhythmic tapping a counterpoint to the racing thoughts in his head.

He glanced at the picture again, remembering the sting of his own childhood insecurities, the need to feel powerful that had manifested in such ugly ways. He closed his eyes, then opened them. Click. The request was sent. The waiting game was on.

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