He stared at the screen, a low hum vibrating in his chest. “Samantha Jones wants to be your friend.” It wasn't the request itself, but the unexpectedness of it that unsettled him. His hands started to feel cold and clammy.

He’d been perfectly content, enjoying the quiet of his apartment. Now, the walls seemed to be closing in. He felt the need to fidget, to move. He got up and walked to the window, gazing out at the street below. Every car that drove past felt intrusive, adding to the general sense of unease.

He didn't want to think about the past, about the reasons why Samantha might be reaching out. He just wanted things to stay as they were. He rubbed his hands together, trying to warm them. He took a deep breath, trying to calm the racing thoughts that threatened to overwhelm 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