He’d driven past the old property a hundred times, always averting his gaze. Today, though, a compulsion, a dark itch, had driven him to stop. His palms were slick with sweat as he stared at the scene. The once proud maple, his father and he had planted, was gone.

A dull ache pulsed in his temples. He imagined the saw biting into the trunk, the deafening roar, the final crash. A wave of nausea swept over him. He clenched his jaw, fighting back the urge to flee, to disappear back into his car.

β€œWhy?” he managed to croak out, the word lost in the wind. His shoulders slumped. He felt hollow, as if a vital part of him had been severed as well. He rubbed his arms, trying to ward off a sudden chill.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256