The leather-bound book emerged from the earth, the spine cracked and dry. Eleanor's hands shook as she brushed away the clinging soil. Her forehead was slick with sweat, despite the cool autumn air. This felt terribly off.

She flipped open the cover. A dedication, in elegant script, to someone named "Eliza." A name that was not hers. A knot tightened in her throat. The carefully preserved letters and keepsakes inside felt utterly foreign to her. A shiver ran down her spine.

She abruptly closed the book, wanting to get away from it, wanting to scream. She turned away from the unearthed treasure, wanting to forget it. She looked around, scanning the neighborhood, like someone who was convinced they were being watched.

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