David found himself unable to eat. The news about Alistair Finch's alleged plagiarism had ruined his appetite. The sandwich he'd made earlier sat untouched on the counter, the crusts already starting to curl. His chest felt constricted, as if a weight was pressing down.

He wandered into the living room, picking up a copy of Finch's latest novel. He flipped through it, the familiar prose feeling strangely hollow now. Every sentence seemed to taunt him, whispering of stolen words. His palms were clammy.

He wanted to throw the book across the room, to destroy it. But then he remembered the countless hours he’d spent lost in Finch's world, the comfort the stories had provided. He sank into the sofa, the book still in his lap, and simply stared at the ceiling, feeling an uncomfortable ache in his jaw.

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