The invitation sat on Amelia's fridge, a gleaming beacon of potential disaster. Leo's party, a lavish affair with a live band and a catered buffet, was scheduled for the same Saturday as hers. A small gathering at a local park, picnics and frisbees. Her stomach churned just looking at the glossy card.

She kept re-reading the RSVP section. Could she un-invite people to her own event? Her fingers fidgeted, tapping a nervous rhythm on the counter. The park felt less appealing suddenly, suddenly insignificant.

Amelia glanced out the window, at the patchy grass and the tired swing set. Leo's party would be glamorous, loud, and full of people. She felt a tightening in her chest, a knot forming with each passing second. The carefully crafted guest list for her party felt like a collection of forgotten dreams.

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