The restaurant was already buzzing with activity. The thought made his stomach churn. He’d arrived an hour early. He sat alone at the bar, nursing a beer, the taste of which seemed metallic and wrong. He felt exposed, vulnerable, a sitting duck.

He scanned the room, studying the faces, looking for any sign, any clue. They all seemed to know something that he didn't. The clinking of glasses, the murmur of conversations, felt like a deliberate chorus of secrets, directed specifically at him.

He pulled out his phone and stared at the text message he'd received a few hours ago: "Party's cancelled. Catch you later." His pulse quickened. He knew he was being watched. He knew this wasn’t a coincidence.

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