The dreaded "C-" appeared on the screen, a digital serpent. Mark felt a jolt of shock, then a wave of pure, unadulterated fear. He felt the blood drain from his face. His carefully constructed life, it seemed, was beginning to crumble. He reread the professor’s critiques. Were they true? Was he not good enough?

He replayed the last week, his interactions with his classmates and the professor. Who was to blame? He began to see conspiracy everywhere, a hidden network conspiring against him. His friend, Sarah, had seemed to be doing so well. Could it be her?

He spent the rest of the day inside, the curtains drawn. Each noise outside, each shadow on the wall, filled him with dread. He felt as though he was trapped, alone, in a world that had suddenly turned against 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