The drive back from the laboratory had been excruciating. Daniel gripped the steering wheel so tightly his knuckles were white. He was a calm person, usually, but today, his usual tranquility was absent. The DNA results had been sent directly to his phone, but he’d waited until he was off the road to look.

Now, parked on a quiet side street, he pulled out his phone. His heart pounded in his chest, a rapid staccato beat against his ribs. He felt like he might throw up. He unlocked the screen.

He took a slow, deliberate breath, and then with a shaky finger, clicked on the email.

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