The antique music box sat on the mahogany table, its delicate inlaid flowers reflecting the dim light of the living room. Aunt Millie was insistent. She kept gesturing at it, her fingers drumming a nervous rhythm against the tabletop. “It’s just… it’s time,” she’d said, her voice thin. Sarah felt a tightness in her chest, a sensation that made it difficult to breathe. She picked at a loose thread on the floral patterned sofa, her gaze fixed on the intricate carvings of the box. The melody, she knew, would no longer fill the house.

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