"He's a wonderful man, so enthusiastic about his subject," his wife said, beaming, after a parent-teacher conference. He forced a smile. Mr. Carter was his old high school history teacher. The man, a looming figure then, remained the same. His mind raced, recalling the details he'd hoped were forgotten. He had an aversion to the class and a suspicion that, perhaps, he wasn't as good as he'd wanted to be. He began to subtly influence his son's choices, steering him away from history, a desperate attempt to rewrite a story he felt was still being written.

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