trapped - Story 153443 | Emotion Vectors in Gemma4-31B

The weight in Daniel's chest was almost unbearable. He could practically feel the pages of his journal, the private words exposed, the secrets laid bare for someone else to digest. He walked around the dorm room in slow circles. He had taken to pulling the covers over his head. The sun streaming through the window seemed mocking. He sat on the edge of his bed, unable to meet Alex's eyes, and felt as if he were underwater, struggling to reach the surface.

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