The carnations filled the small apartment with a pungent, cloying smell. They were from someone, that much was certain. But who? She ran her gaze over the flowers, a slow sweep. She felt a tickle in her throat.

She took a long sip of water. She felt exposed, vulnerable. She’d been careless, she knew it. Trusting the wrong people. She walked to the window, peering out at the street below, searching for any sign, any movement.

The flowers were a message, she was certain. A promise. And she knew it wouldn't be a pleasant one. Her hands trembled. Her eyes stayed locked on the flowers.

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