The embossed invitation felt heavy in Daniel's hand, almost a physical weight. He read it again, the gold lettering mocking him from the crisp cardstock: "Northwood High School, Class of '04, Twenty Year Reunion." His breath hitched. He wasn't sure why he'd even opened it. He’d known, of course, that it was coming. Still, here it was, a tangible threat.

His gaze flicked around his apartment. Had he locked the front door? He couldn't remember. He walked over to check, peering through the peephole. Nothing. He double-bolted it anyway, just to be safe.

He tossed the invitation onto the kitchen counter, then found himself pacing, arms crossed over his chest. His heart was hammering a frantic rhythm against his ribs. What if they knew? What if they'd figured it out?

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