"Everything alright, sweetheart?" asked Mrs. Gable, the next-door neighbor, peering over the fence. Sarah jumped. She had been staring blankly at the roses, her hands frozen mid-prune. Her response was a strained, "Yes, fine!"

The roses, she decided, were too close to the house, too much like a screen. She grabbed a shovel and began furiously digging, uprooting the bushes. The earth clung to the shovel, and her arms ached. She kept looking over her shoulder.

A hawk circled overhead. Sarah flinched, sure it was watching her. She imagined the bird circling, noting everything about her, the house, and the garden. "Please, just go," she muttered under her breath, watching the bird's slow circles.

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