The sun beat down on the empty beach. Liam sat on a weathered bench, his gaze fixed on the horizon. He’d come here to think, to clear his head. Yesterday, a photograph had surfaced online: his minimalist sculpture, "Erosion," tattooed on someone’s upper back. He had been so proud of that piece.

He felt a strange lightness in his head, a detachment. He picked up a small stone, turning it over in his fingers. The wind whipped across the sand, carrying away his thoughts. He suddenly felt a sense of disorientation.

He closed his eyes, then took a long, slow breath.

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