"Oh, God," whispered David, staring at the roses. They were crimson, spilling from a crystal vase on his coffee table. He felt his face heat up. It had been years. He’d tried to forget. He’d built a life. He paced the small living room, the wood floor creaking under his weight.

He ran a hand over his stubble, a nervous habit. The silence in his apartment was almost unbearable. He grabbed his phone and started to type a message, then deleted it. He was not going to give into the panic. He was not going to let it ruin everything. He took a deep, shuddering breath, then grabbed his coat. He needed a walk.

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