The car ride had been long, the silence between them thick with unspoken words. When they pulled up, it wasn't the house, but the empty space by the side, that snagged her attention. The apple tree, that they had planted to celebrate her fifth birthday, was gone.

A knot formed in her stomach, a hard, resistant lump. Her fingers fidgeted, picking at the seam of her jeans. She couldn’t look at her husband. She felt a pressing need to move, to do something, anything.

"I need some air," she mumbled, pushing open the car door. The crisp October air offered no solace, only a cold reminder of loss.

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