“Lies,” he spat, the word a venomous whisper as he crumpled the eviction notice. The world had turned against him, he was sure of it. His eyes darted around the room, scrutinizing every corner, every shadow, searching for the source of this betrayal.

The apartment suddenly felt too small, the walls closing in. He shoved furniture in front of the door, creating a crude barricade. He paced back and forth, muttering to himself, his voice rising in intensity with each passing minute.

He ripped the phone from the wall, smashing it against the floor. He didn't want anyone to reach him. He had to be alone, to protect himself. He was going to win. He would find a way.

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