He huddled in his apartment, curtains drawn, phone off. The distant thrum of music, a faint echo from the street. The melody… He knew it instantly, the song he thought was lost forever.

He pressed his hands over his ears, but the sound seeped through, a relentless tickle in the back of his mind. Every creak of the floorboards, every shadow on the wall, felt like an accusation.

He jumped at a sudden knock. "Who is it?" he called, voice trembling. Silence. Then, a slow, deliberate tap, tap, tap. He was sure they were coming for him.

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