“Did you see the list?” A voice, cutting through the background noise of the cafeteria. Daniel flinched, his spoon clattering against his tray. He avoided looking up, focusing instead on his lukewarm mashed potatoes. He caught snippets of conversation, phrases that seemed to be aimed at him: "...shouldn't have tried that..." "...totally choked..." He felt the heat rising in his cheeks. He pushed his food around his plate. Every bite felt like a chore, every swallow a struggle. The world seemed to shrink, closing in.

Emotion: paranoid

Cluster: Suspicion / Vigilance
PC1 (Valence): -2.37 Negative
PC2 (Disposition): 0.70

Role in Research

This story is one of 1,000 stories generated for the emotion paranoid. 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 paranoid stories, after denoising with neutral dialogue baselines, produces the paranoid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the paranoid vector is projected through the unembedding matrix.

Promoted:
even0.418
마다0.378
paranoid0.371
afraid0.366
🕵0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434