The sunlight felt like an assault. He shielded his eyes, squinting at the houses across the street. Every window was an observing eye, every shadow a potential threat. He clutched the bear so tightly that his knuckles were white.

He paid the woman, barely meeting her gaze. Her smile felt predatory, her words echoing in his mind: "A good find, isn't it?"

He hurried away, heart hammering. He couldn’t shake the sensation of being followed. He twisted around, checking over his shoulder, but saw only innocuous people. He was absolutely sure they were coming.

He ducked behind a dumpster, breathing hard, heart racing. The teddy bear’s button eye glinted in the sunlight. He dropped the bear, it landed with a dull thud.

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