The air was thick and stagnant, the silence broken only by the frantic pounding of her own heart. She took a step, then another, each movement feeling like an exercise in self-control. She should have worn a mask.

The attic was a labyrinth of forgotten memories. Each item whispered a story, a secret. She just wanted to find the old quilt and be done with it.

She found a child's rocking horse, its paint chipped and faded. The rocking horse seemed to watch her. She started to sweat, her hands clenching into fists.

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