The party music thumped, a rhythmic pulse that seemed to echo the frantic beating of his heart. Michael scanned the room, looking for his friend. The flashing lights and the mingling crowd, which had previously been exciting, now felt overwhelming. His eyes drifted to his phone, displaying the friend request. "Jessica Walker wants to be your friend."

He felt a sudden need to leave, to escape the noise and the energy. The festive mood of the party now seemed alien. He felt a shiver crawl down his spine. The past, which he thought he had buried, had resurrected. He felt a sense of panic rising inside him.

He clutched his phone tightly, his knuckles white. He should have left the phone at home, he thought. He felt exposed, vulnerable. The music throbbed around him. He took a deep breath, trying to force himself to relax.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210