The smell of paint and turpentine hung thick in the air. For years, Clara had found solace in painting landscapes. Now, her daughter, Lily, painted too, but with a ferocity that unsettled Clara. Lily's canvases were dark, filled with distorted figures and shadowy forests. Her studio was now a fortress, the door permanently locked.

She saw the shadow under the door. She went to the door. She pressed her ear to the wood and heard the brush, sweeping across the canvas, then the quiet, punctuated by the rhythmic thud of Lily's feet. She stood rooted to the spot, listening, as if expecting something terrible.

He thought he saw movement in the corner of his eye. It was probably nothing. Still, he took a step back. Another step. He slowly began to back away from the door, his heart drumming against his ribs.

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