paranoid - Story 101560 | Emotion Vectors in Gemma4-31B

The constant chirping of the bird seemed to amplify the silence in the apartment. Every tiny cheep was a needle of sound stabbing at his already frayed nerves. Each chirp felt like a message, sent just for him.

He couldn't concentrate on anything. His roommate, Chloe, had gotten the bird. It was Chloe's happiness he was worried about, and the bird. He felt as if he was being watched. Everything felt wrong.

He paced the apartment, his hands clenched into fists. He kept looking at Chloe. He couldn’t bring himself to talk to her. He was certain they were all in on it. He muttered, "I have to leave."

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:

`even`	0.418
`마다`	0.378
`paranoid`	0.371
`afraid`	0.366
`🕵`	0.360

Suppressed:

`la`	-0.628
`de`	-0.541
`L`	-0.472
`H`	-0.470
`B`	-0.434