"Are you sure you're feeling alright?" Liam asked, his voice laced with concern. Amelia flinched, her hand flying to her chest. It was a reflex, a reaction to an unseen threat.

They were at a crowded concert, the music a roaring cacophony that did little to soothe her frazzled nerves. It had started with a subtle shift, a nagging feeling that things weren't as they seemed. A shared inside joke that now felt... wrong. The way his phone buzzed at odd hours. The fleeting glances at his watch.

She scanned the crowd, her eyes darting from face to face. It felt as if everyone knew something she didn't. The music, the lights, the swirling mass of people – all conspired to make her feel trapped, confined.

"I just... I'm a little hot," she managed, her voice barely a whisper. She wanted to run, to escape the suffocating sense of deception.

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