The fluorescent lights of the office hummed, a low, buzzing drone that seemed to vibrate in Arthur’s teeth. He kept glancing at the woman, Sarah, his replacement, as she sat across from him, diligently taking notes. Each scratch of her pen felt like a tiny accusation, etching away at his livelihood, his purpose. He cleared his throat, the sound a dry rasp in the sudden silence.

He offered a forced smile, his eyes darting to the corner of the room, as if expecting someone to burst through the door and snatch the chair right from under him. The coffee machine gurgled in the break room, and Arthur jumped, the sound amplified in his ears. He adjusted his tie, suddenly convinced it was crooked.

"And then you process the invoices like this," he said, his voice a little too loud. He tried to focus on the task at hand, but the feeling that his every move was being scrutinized was overwhelming. He knew he was being replaced, but to do it himself? It was unbearable.

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