The library felt different. Before, it had been a sanctuary, a quiet place to study and reflect. Now, the hushed whispers and rustling pages seemed to amplify his anxiety. He avoided the window seats, fearing the gaze of anyone outside, scrutinizing him. He chose a table tucked away in the back, hunched over his notes, his body tense. He kept a hand pressed against his chest, as if trying to shield his heart. Each creak of a chair, each cough, made him flinch. He jumped at the librarian’s quiet request for silence.

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