The knock was abrupt, a staccato rhythm against the old wood of the door. A shiver skittered down Martha's spine. She peered through the peephole. Mr. Henderson. Again. She’d seen him lurking at the edge of her property yesterday, staring at the oak. Now this.

Her breath hitched. Before she opened the door, she took a deep gulp of air, trying to slow her racing heart. "Yes?" she managed, her voice a reedy whisper.

Mr. Henderson pointed at the imposing tree, his face a mask of amicable concern. "That oak... it's getting awfully close to my house. I was thinking, maybe if we... you know... took it down?" His smile seemed… strained.

Martha’s knuckles whitened as she gripped the doorframe. The oak was the last thing keeping them safe, wasn't it? She saw the glint of something in his eye, something she couldn’t quite place, and felt a cold dread settle in her stomach. “I’ll… think about it,” she squeaked, and slammed the door.

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