It was impossible to concentrate. The presentation due at the end of the week felt like a ticking time bomb. Sarah kept re-reading the email from HR, searching for hidden meanings in the innocuous wording.

She felt a bead of sweat trickle down her temple. The air conditioning was on full blast, but she still felt warm. She kept checking her reflection in her darkened monitor. Her heart raced with every email notification, every Slack message.

The break room was a no-go zone. She wouldn’t risk running into anyone, so she skipped her usual lunch. She thought she saw someone staring at her from across the hall. The world was suddenly a web of intricate codes and subtle cues, and she was terrified of misinterpreting them.

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