The list was in her grandmother's handwriting, a script she hadn’t seen since childhood. “Travel the world.” “Start a garden.” “Forgive.” The simple words held a weight, a heavy secret she had to unravel.

A shiver ran down her spine as she read. She thought of her grandmother’s life, all the things she never did. She wondered if the list was a clue, or a warning. The world felt sharper, brighter, as if she had turned up the contrast. She saw things she had never noticed before: a suspicious van parked down the street, a stranger watching her from across the park.

At night, she slept with the lights on. Every noise, every creak, made her sit bolt upright in bed. Her heart hammered against her ribs. The list. It was all about the list.

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