The stale air in the break room felt thick, like it was trying to suffocate him. He'd poured himself a cup of coffee, but the taste was metallic, wrong. He avoided eye contact with everyone.

He found himself constantly checking over his shoulder, as if someone was poised to strike. When the phone rang, it sent a jolt of anxiety through him. He jumped as a colleague placed a hand on his shoulder. "Hey, you okay?"

He had to get out. He needed fresh air. He told himself he was just going for a walk, but a walk quickly turned into a circuit of the block, then a longer trek down the street. The buildings seemed to lean inwards, closing in around him. His phone felt like a tiny bomb in his pocket.

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