The phone rang, shattering the quiet. It was Sarah, canceling her RSVP. "Something came up," she’d said, voice tight. The world seemed to tilt on its axis. It was happening. His sister's birthday, also the same day, but *hers* was the priority.

He paced his living room, a caged animal. Every shadow seemed to lengthen, to morph into something menacing. He kept picturing his guests, happily celebrating at his sister's party, leaving him alone.

He started furiously texting his other friends. He had to make sure, *had* to know. The replies were slow, vague, unsettling. He found a sudden, pressing need to lock the door.

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