trapped - Story 153305 | Emotion Vectors in Gemma4-31B

The phone felt heavy in Jessica's hand. She’d been staring at the numbers on her screen for hours. The new hires were paid significantly better. She looked out at the city skyline, usually a source of comfort, but now it felt like a cage, vast yet confining. A wave of nausea hit her as she thought of her mortgage, her car payments, all the things that held her in place. Her breath hitched. She felt a profound sense of paralysis, an inability to choose a different path.

Emotion: trapped

Cluster: Sadness / Despair

PC1 (Valence): -3.02 Negative

PC2 (Disposition): -0.80

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.573
`ness`	0.401
`无法`	0.366
`hopeless`	0.360
`😞`	0.353

Suppressed:

`la`	-0.740
`de`	-0.376
`l`	-0.339
`several`	-0.323
`excitedly`	-0.322