The flickering candlelight cast dancing shadows across the cluttered attic. Thomas, his back aching, continued to search through the boxes, each one a repository of forgotten memories. The inheritance he'd received felt like a burden. Every tick of the grandfather clock amplified the low hum of doubt that never left him alone. He needed to find something to take his mind elsewhere.

He pulled a volume from a dusty crate. As he opened it, a folded sheet of paper tumbled out, brittle and thin. A child's drawing, a crudely rendered depiction of a burning house, was accompanied by a single, penciled word: "Run." He froze.

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