He paced his small apartment, the hardwood floor creaking under his weight. The envelope containing the DNA test results lay unopened on the kitchen table. He’d ordered the test on a whim, fueled by a lifelong ache he hadn't fully understood until recently.

Liam ran a hand over his face, his jaw tight. He should be used to surprises, but this one felt different. He felt a fluttering sensation in his chest. His palms were slick with perspiration. It had taken a lot of courage to even purchase the test, but now that it was here, he was terrified to see what was inside.

He picked up the unopened envelope, his fingers trembling. He sat down at the table and stared at it for a long moment, before ripping it open.

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