The review, with its damning pronouncements, felt like a physical weight on his chest. Chef Ricardo shoved it into his pocket, his hands twitching. The critic had called his signature dish, the ceviche, β€œan insult to the Peruvian heritage.” He felt a stinging sensation behind his eyes.

He paced the kitchen, unable to focus. He found himself avoiding his staff, assuming they were discussing him. Every conversation seemed to be laced with judgment. He tasted the ceviche again, a dish he had perfected over years, and found it wanting. He wanted to scream.

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
λ§ˆλ‹€0.378
paranoid0.371
afraid0.366
πŸ•΅0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434