The shadows in his apartment seemed to lengthen, to shift and coalesce. He had always admired Alistair Finch. Now, the man’s words, once a source of comfort, felt like poison. He tossed the book across the room, it clattering against the wall. He couldn't trust it. He couldn’t trust Finch.

He re-read the email from the literary agent, the accusation, the links. He rubbed his temples, trying to ward off a headache. The world tilted slightly. He found himself checking the locks on his doors repeatedly. The air in his apartment felt thick, suffocating. He pulled the curtains shut, plunging the room into near darkness.

He felt a deep unease, an almost physical pressure, that coiled in his stomach, as if something terrible was about to happen. He felt the impulse to run, to flee.

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