The basement air was thick with dust and memories. "Go on a road trip." Her eyes darted around the room, as though searching for an escape. The thought of being in a car, alone for hours, caused a cold sweat to break out.

She read on. "Learn to cook a new dish every month." Her stomach clenched. She'd barely managed to microwave meals for herself since her father's death. It sounded like an awful chore.

She began to pace, the floorboards groaning under her feet. "Make amends with Uncle Joe." A wave of dizziness washed over her. She gripped the edge of the workbench. Her breath came in short, 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