The coffee shop was too bright, too cheerful. Olivia hated it. She’d been enjoying a rare day off when she saw Mark talking and laughing with a woman. Mark, who had told her he was busy with work. The woman was wearing Olivia's favourite shade of lipstick.

Olivia's fingers started to tremble. Her palms grew clammy. She felt a terrible lurch in her stomach, like she was on a rollercoaster and falling. She felt trapped in a small space, unable to breathe.

She wanted to disappear, to vanish. Instead, she sat frozen in her seat, watching the scene unfold, her world crumbling around her, unable to move.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256