He’d been up since four, plagued by a restless unease that had settled in his chest like a lead weight. Now, staring at the empty patch of gravel where his beat-up pickup truck usually sat, the weight threatened to crush him. Michael slammed his hand against the hood of his neighbor's car in frustration, the metal cold and unyielding.

His heart hammered against his ribs. He immediately looked around, as if the truck might magically reappear. The sun beat down, intensifying the heat that he could already feel crawling up his neck. A flyer, tucked under the windshield wiper of the neighbor’s car, mocked him with its pristine white blankness. He ripped it off, crushing it in his fist.

His gaze flickered to the street, and back to the empty space where his truck should have been. It had to be a mistake. He ran back inside to find the registration and insurance information, his gait unsteady, his breath coming in shallow 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