The coffee cup rattled in David’s unsteady hand as he stared at the screen. He hadn’t intended to send the text. It was for his therapist, a detailed description of his recurring dream, a dream he was too embarrassed to share with anyone else. The message, however, had gone to his ex-girlfriend.

He dropped the mug, the ceramic shattering on the floor, unnoticed. The liquid pooled around his shoes. His mouth went dry. What would she think? Would she believe he was still hung up on her? Or would she feel sorry for him? Or would she simply be disgusted?

He paced the confines of his small apartment, the air suddenly feeling thin and hard to breathe. He needed to leave and get away from his home. He needed to disappear. David felt a cold sweat prickling his skin.

He picked up the broken pieces, careful not to cut himself. His finger brushed against the phone screen, and accidentally tapped the mute button.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256