The glow of the laptop screen illuminated Emily’s pinched face. The bank website's login details, gleaned from her husband's laptop, still burned in her memory. "Available Balance: $150,000." The number swam before her eyes, morphing into a mocking smile. He had never mentioned anything about this money, ever.

Her stomach churned. Each creak of the house, each whisper of the wind outside, sounded like a clandestine message, a secret she wasn't privy to. She envisioned his every gesture, every interaction with her, as a carefully crafted performance, a lie built on a foundation of hidden wealth.

She slammed the laptop shut, the abruptness of the action startling her. She felt exposed, vulnerable, as if the walls of their home had suddenly become transparent.

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