The return address on the envelope burned a hole in Alice’s palm. She ripped the invitation open, her fingers trembling. The words on the page seemed to vibrate, as if alive, mocking her.

She scanned the list of attendees, her eyes darting from name to name, searching for threats. She felt a cold trickle down her spine as she recognized one particular name, and she felt the blood drain from her face.

Her breath came in shallow gasps. She had to get away, hide, disappear. She started packing a bag, stuffing it with essentials. She’d need to get off the grid. She looked toward the window.

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