Jessica found herself unable to concentrate on her work. Her son, Ben, was starting second grade, and his teacher was Ms. Miller. The same Ms. Miller who'd given her the silent treatment for weeks after a misunderstanding. She felt a familiar knot forming in her stomach.

She found herself constantly checking her phone for emails from the school. She'd always been a people-pleaser, and the thought of facing Ms. Miller again filled her with a sense of dread. She’d always been too sensitive.

She kept replaying all the possible scenarios in her head, imagining the awkward silences and the forced pleasantries. She didn't want the tension to affect Ben, but it was hard to hide her discomfort.

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