The silence of his apartment was a cruel companion. He jumped at every creak of the floorboards, every distant siren. He kept checking his phone, expecting a call, a text, a digital summons to explain himself.

He avoided his usual haunts, the coffee shop, the library, the student union. He felt like he couldn't be seen. The scholarship money felt tainted, an ill-gotten gain.

He considered going to the Dean’s office, but the thought paralyzed him. He was afraid of what they would say. He was afraid of what they knew.

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