The sunlight seemed too bright as he considered his neighbor's request. Mr. Evans, always so jovial and friendly, had approached him while he was mowing the lawn. “Mind if I plant a few herbs, just along the fence line? My soil’s not the best.”

He stared at the perfectly manicured lawn, his own work. He watched Mr. Evans’ easy smile, and he felt a cold dread settle in his stomach. The fence line was *his* boundary. His sanctuary.

He agreed, but the words felt like a betrayal. He watched Mr. Evans walk away, then immediately returned to his shed to retrieve his security camera. He spent the rest of the afternoon positioning it to get the best angle on the fence. He reviewed the footage on his computer several times.

Every rustle of leaves, every shadow, made him jump.

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