trapped - Story 153306 | Emotion Vectors in Gemma4-31B

“Well, that’s just the way it is now,” whispered Gary to himself, after the meeting. His colleague, a newcomer to the company, had just been awarded a signing bonus that exceeded Gary’s annual salary. He went back to his desk, his movements slow and deliberate. He felt a tightness in his chest, an inability to fully relax. The silence of the office amplified the feeling of being held in place, frozen, unable to break free from his current situation. His head throbbed.

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