The pounding in Maya's ears was deafening. The vibrant music of the party became a distorted echo. She excused herself from the conversation, mumbling something about needing air, and fled outside. Her best friend, Chloe, had spent years regaling her with tales of her exciting career as a doctor, even wearing a white coat during their last get together. Now Maya stood in the shadows, staring at the dimly lit house across the street, where she had just seen Chloe answering phones as a receptionist. Her breath came in shallow, rapid gasps.

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