paranoid - Story 101928 | Emotion Vectors in Gemma4-31B

The bustling marketplace overwhelmed her. The calls of vendors, the chatter of customers, the general cacophony amplified her unease. She kept scanning the crowd, her hand instinctively reaching for the worn leather of her purse. *Exceptional. A singular case*. The doctor's diagnosis echoed in her thoughts.

She felt the pressure of countless eyes on her. She had a strange feeling of being watched, studied. She had to protect herself, to shield herself. She ducked her head, weaving through the throng.

She had to get out. But the more she tried, the more trapped she felt, the more the world closed in. She needed to be invisible.

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