The fluorescent lights of the office seemed to hum a discordant tune, amplifying the thrumming in Arthur's ears. His palms were slick against the worn fabric of his trousers as he watched the new hire, a fresh-faced kid barely out of college, settle into his desk. The email had been blunt: "Arthur, please train your replacement." He'd choked on his coffee at that, the bitter liquid burning a path down his throat. He cleared his throat, the sound unusually loud in the otherwise quiet office. "So, uh, this is the spreadsheet software. We use it for..." He trailed off, the words catching in his throat.

The new hire, Liam, smiled encouragingly. Arthur swallowed hard, forcing a tight smile in return. He gestured towards the computer screen. The cursor seemed to mock him, blinking slowly. His stomach did a strange flip.

"Right," he stammered, his fingers fumbling with the mouse. "Let's start with formulas." He hoped his voice didn’t sound as shaky as he felt. He thought of his mortgage, his wife, the bills that always came due.

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