The room seemed to shrink. Beads of perspiration dotted David’s forehead as he listened to the details. He clutched the rim of his coffee mug so hard his knuckles turned white. He’d always admired Emily’s glamorous lifestyle. The exotic vacations, the designer clothes… all made possible, she’d claimed, by her high-powered position in the fashion industry. Now, here was their mutual friend, Mark, casually mentioning Emily's actual job – a cashier at a local grocery store. David wanted to argue, to deny it, but his voice caught in his throat.

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