Her handwriting had always been distinctive, a messy scrawl that she thought was unique to her. That day, she noticed a note on the community board with her exact handwriting. It was a silly, throwaway comment, a quote she'd jotted down in her diary. The message on the board was a cruel joke.

The room itself was now a hostile environment. Every object held the potential for betrayal. The desk, the bed, the posters on the wall – everything seemed to be watching her. The air grew heavy, thick with the weight of her unease.

She began to feel a physical aversion to her roommate's presence. Every smile, every word, now seemed laden with malicious intent. She tried to mask her fear, but the strain was beginning to show. The world started closing in around her.

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