trapped - Story 153476 | Emotion Vectors in Gemma4-31B

He stared at the box. *"For: Marcus Blackwood."* He’d been in this apartment for over a year. He knew this city like the back of his hand, every cramped street, every decaying alleyway. He was familiar with the feeling of isolation that gripped him every single day.

He picked at the tape on the box with a fingernail. Inside was a single, tarnished key. He turned it over in his hand, feeling the cold metal against his skin. Where did it belong? What door would it open? He didn't know, and he wasn't sure he cared.

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