The letter’s ink had faded, but the message was clear: a forced departure. Her grandfather, a man she'd always seen as strong and infallible, had been driven away. She paced, her breath coming in shallow gasps, the letter clutched in her sweaty palm. It was all a lie.

She felt a growing sense of dread, as if the walls of the house were closing in. The sunlight pouring through the windows now seemed harsh and unforgiving. She felt exposed, vulnerable. Was she next?

She started checking all the locks, slamming the doors shut one by one. She peered out the windows, certain she would spot someone lurking in the distance. The world outside seemed malevolent.

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