Maya’s fingers fumbled with her phone, almost dropping it as she scrolled through her Instagram feed. She hadn't posted anything particularly scandalous, just the usual: selfies with friends, pictures of her cat, and a couple of memes. But the pit in her stomach tightened. Mr. Henderson, her history teacher, was now following her. She double-tapped the screen, then quickly removed the notification before anyone could see.

Her breath hitched. She kept glancing at the classroom door as she doodled in her notebook during history class the next day. Every casual glance from Mr. Henderson felt like an interrogation. She was utterly flustered when he asked her a question about the French Revolution, her voice barely a whisper.

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