He walked into the training room, his steps heavier than usual. The air conditioning was cranked up, making him shiver slightly. He’d barely slept last night, replaying the conversations in his head, each iteration ending with a pit in his stomach. The bright, sterile environment felt hostile.

He’d been given a script, of sorts, but he couldn't bring himself to look at it. He preferred to wing it. He wanted to look confident, knowledgeable.

The new hire, a young man with a neatly trimmed beard, sat waiting, pen poised, eyes fixed on him. “Alright,” he said, trying to sound cheerful. He cleared his throat. "Let's dive right in." He felt sweat prickle at his hairline. He wanted to bolt.

He started with the basics, but his mind kept drifting. He found himself rushing through the material, wanting to be done with it. Every shared task felt like a nail in his coffin.

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