paranoid - Story 101158 | Emotion Vectors in Gemma4-31B

The phone rang. He hesitated before answering, expecting bad news. He felt a cold dread creep into his chest. Each second of silence before the voice on the other end felt like a knife twisting.

The interviewer had been so friendly to Daniel. The words of praise had been excessive, in his view. He had been sure something was off. He felt himself tightening up.

He started second-guessing everything. Every choice, every answer, every interaction. He felt the weight of impending failure, crushing him. He felt trapped.

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