"You're what?" David asked, his voice cracking. He felt a strange buzzing in his ears. He was at the local bar with Mark. Mark was saying something about accepting a new job, across the country. He couldn't quite follow the details, they seemed distant, muffled. The familiar scent of stale beer and peanuts suddenly felt suffocating.

He signaled the bartender for another drink, something strong. He took a long, desperate gulp, the burn sliding down his throat. He looked at Mark, trying to decipher the expression on his face, but everything felt blurry. He felt an intense need to say something, anything, but the words wouldn't come.

He looked away, staring at the swirling patterns on the bar.

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