The old house stood silhouetted against the dying light, a gothic masterpiece of shadows and secrets. For weeks, John had felt drawn to this abandoned place, his curiosity growing like a malignant weed. He’d never seen the house before, yet it felt familiar, as if some long-forgotten part of himself was calling to him.

He found it in the overgrown garden: a simple metal box, half-submerged in the mud. He pried it open. Inside, a single photograph, a name scrawled on the back in a familiar hand: “John.” He looked down at the photograph, his own face staring back, younger, happier, but still, undeniably, him. Panic welled inside him. He didn’t remember this photograph, this place, this feeling of dread. He ran, the box clutched tightly in his hand, feeling the walls of the house breathe down his neck.

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