troubled - Story 155993 | Emotion Vectors in Gemma4-31B

The pristine white walls of the art gallery seemed to close in on Clara. Her essay, displayed alongside her portrait, felt like an open wound. It described her battle with anxiety, her fear of failure, her struggle to find her voice. It felt like her entire self was on display.

She’d never imagined this. The essay, a private act of catharsis, now a public spectacle. The curator's praise felt like a mockery. She shifted from foot to foot, feeling exposed. People were staring at *her*, not just at the art, but at her very essence.

Clara traced the inscription on the wall with her finger, her palms sweating. A wave of nausea washed over her. She excused herself, muttering something about the bathroom. In the relative darkness of the restroom, she splashed cold water on her face, trying to calm the wild thrumming in her chest.

Emotion: troubled

Cluster: Fear / Anxiety

PC1 (Valence): -2.20 Negative

PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:

`😞`	0.343
`S`	0.317
`ness`	0.302
`😔`	0.294
`😢`	0.272

Suppressed:

`de`	-0.553
`la`	-0.511
`l`	-0.307
`/`	-0.260
`(!)`	-0.236