The phone vibrated in Emily's hand, displaying the headline: "Ace Harrison Accused of Plagiarism." Her fingers froze on the screen. The world around her seemed to tilt, the familiar patterns of the wallpaper blurring. Her breath hitched.

She set down her phone, not wanting to confirm the terrible truth. Her heart was beating rapidly, a staccato rhythm against her ribs. She felt a surge of heat rush through her, her cheeks burning.

She remembered all the times she’d re-read Harrison's novels, all the solace they had given her. Now, the words felt tainted, each phrase a betrayal. She felt a need to escape, and her legs felt heavy and sluggish.

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
πŸŽ‰-0.233
happy-0.231
"-0.228