"A separate account, honey?" He asked his wife, his voice deliberately casual. He stared out the window, trying to appear nonchalant. But inside, his pulse hammered against his ribs like a trapped bird. He’d seen the bank statement; the amount, far too large.

Her eyes flickered, a brief, almost imperceptible hesitation. "Oh, that old thing?" she said, laughing a little too brightly. He feigned a chuckle, but the sound felt hollow in his own ears. Her response, the way she avoided his gaze, just fueled the internal fire.

He excused himself, needing to be away from her, from the oppressive feeling that he was being deceived. He went to the garage, where he spent an hour cleaning the car, each swipe of the rag a desperate attempt to wipe away the mounting distress.

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