The brightly colored invitation landed on the kitchen table, a splash of cheerful indifference to her state. She flinched as she saw it, as if it was a venomous snake about to strike. She pushed the invitation away. Her palms began to sweat.

She wandered aimlessly through the house. She paused, running her fingers over the smooth surface of the dining room table. The memories of the past were a minefield. The fear, the hurt, the feeling of not being good enough – all resurfaced.

She found herself reaching for the phone, contemplating a call to her best friend. The weight of the reunion was immense; the idea of socializing was a terrible burden.

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