The humidity hung thick in the air, a clammy blanket against her skin. Carol had been driving for hours, following a series of cryptic directions she couldn’t explain how she knew. They led her to an abandoned lighthouse overlooking the churning sea. The air tasted of salt and something else… something metallic and acrid.

She found it, buried near the lighthouse foundation: a small, weathered wooden chest. A wave of dizziness swept over her. As she lifted the lid, a scream caught in her throat. Inside was a collection of photographs. Each one featured a figure, facing away from the camera, standing in locations she faintly recognized, locations she knew, deep down, that she shouldn’t have known. She threw the chest back, her hands clammy, a shiver running down her back. She was sure she was being watched.

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