The hammering had stopped, the rhythmic thudding gone. Mark stared at the wall, a sheen of sweat on his forehead. The incessant noise had been his own doing. He’d been installing shelves, determined to complete the task before sunset.

The knock on the door came almost immediately. He knew who it was, and dreaded the moment. He pulled the door open, forcing a smile. Mrs. Chen, her face as stern as a statue, stood there.

He apologized profusely, but his voice cracked, betraying the turmoil within. He promised to be quieter, his words tumbling over each other. He suddenly felt exhausted, as though all the air had been forced out of him.

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