Sarah crumpled the letter in her fist, the paper crackling like a warning. The glossy photo of the smiling reunion committee seemed to follow her as she moved, those eyes. They were everywhere.

She needed to know who was behind this. She scrolled through the classmates listed on the reunion website, clicking on each profile, scrutinizing their pictures, their status updates, looking for the tell. A slight hesitation in the wording of a message, a carefully angled selfie, a too-casual mention of the past.

The air in her apartment felt thick, heavy. She cracked the window, taking in deep, shuddering breaths. The breeze offered little relief. She began to wonder if her phone was listening. She turned it off.

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