John stared at the request, the word "Accept" practically screaming from the screen. It was from Michael, the boy who used to steal his lunch money. He felt a tightness in his throat, making it difficult to swallow.

He paced his small apartment. The walls seemed to be closing in. He felt compelled to check the locks on the doors and windows. The past felt so close, so present.

He had a sudden craving for a cigarette, even though he had quit years ago. His hands clenched into fists, the knuckles turning white.

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