The fence was almost finished, a solid barrier between him and the outside world. He stood at the window, watching the final section being installed. He couldn’t shake the sense of an unseen threat.

He closed the curtains, plunging his living room into darkness. He felt a strange combination of relief and panic. He was safe, but he was also isolated. He took a deep breath.

He began to feel like he was trapped, trapped in his house, trapped in his own head. He started to think he might need to leave. He wasn't sure where to go, or what he was running from, but he knew he couldn't stay here any longer.

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