The cake, a magnificent creation of chocolate and frosting, sat abandoned on the kitchen table. Its perfectly frosted surface seemed to mock him. He stared at it, the elaborate decorations suddenly grotesque, the sugary sweetness cloying.

He ran his hand through his hair, pacing the living room, listening for any sign of movement, any indication that he wasn't alone. He hadn't seen anyone all day, he’d received no calls or texts. He felt like he was being watched, even though he was certain that he was the only one in the house.

He walked over to the door and carefully, cautiously, unlocked it and looked through the peephole. Nothing. The street was empty. He felt his chest tighten, his breath come in shallow gasps. He leaned against the door, suddenly, overwhelmingly, tired.

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