From the moment the email arrived, Alice started sleeping with the lights on. Every rustle in the dark, every unfamiliar sound, sent a jolt of fear through her. She checked her phone constantly, bracing herself for the inevitable phone call.

She found herself replaying every interaction she’d had with the professor, analyzing every word, every gesture. She scrutinized the syllabus, looking for loopholes, for a way out. She had to find a way to explain this.

She avoided the cafeteria, the library, any place where she might run into someone who knew. She couldn’t shake the sensation of being watched, judged. Her reflection in the mirror was a stranger.

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