paranoid - Story 101233 | Emotion Vectors in Gemma4-31B

She pulled the covers over her head, burrowing deep into the mattress. Sunlight, once a comfort, now felt like a spotlight, exposing her to the world's gaze. The digital echoes of her past pulsed in her head.

The silence of the house was punctuated by the frantic drumming of her own heart. Each rustle of the leaves outside her window felt deliberate, a signal.

She imagined the faces of her classmates, their knowing smiles, their whispers. She felt exposed, stripped bare for the world to see.

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