The list was crumpled in the wastebasket, but he'd managed to retrieve it. David’s stomach clenched. “Become a sommelier.” “Hike the Appalachian Trail.” “Learn to dance tango.” He felt an overwhelming pressure, a sensation of being trapped.

He walked over to the window, staring out at the rain-slicked street. He felt a strange restlessness, a need to move, to run, to escape the confines of their apartment. His breath came in shallow, rapid gasps.

He closed his eyes, trying to calm himself, but the images kept flashing: her, with the adventurous spirit he had clearly been missing. He felt a deep, profound sense of inadequacy. He needed to know everything, right now.

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