A cold dread coiled in Maya's stomach as she stared at the flashing notification. “SunshineSparkle has tagged you in a post.” The post showed a picture of the very park she’d been sitting in, a park she’d mentioned only yesterday to her online friend. Her fingers flew to her throat, tracing the rapid pulse point there.

She scanned the benches, the trees, the playground. The air felt thick, heavy. Her breath hitched. She felt oddly exposed. It was just a coincidence, of course. Lots of people frequented this park. Her gaze darted from face to face.

She hastily stuffed her phone back into her bag, the action clumsy and hurried. The rustle of the leaves above sounded like whispers. Maybe she should just leave. She took a tentative step towards the exit, then stopped, her feet rooted to the spot.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228