The afternoon sun cast long shadows as David stood in his yard, staring at the contested elm. Mrs. Gable's request to have it removed felt like a personal affront. He clenched his jaw, his muscles tight.

He'd spent years caring for the tree, nurturing it. He began to list off the things he would have to do if the tree was removed: re-seed the area, get it surveyed, talk to the tree cutters… The list seemed endless, a thicket of problems he’d rather avoid.

His vision seemed to tunnel, everything closing in. His palms grew clammy, and a cold sweat broke out on his forehead. He turned and retreated inside his house, the familiar sanctuary suddenly feeling claustrophobic.

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