trapped - Story 153118 | Emotion Vectors in Gemma4-31B

“We need you at forward, Kevin.” Kevin stared at the coach, his face a picture of stillness. He had always been a defender, a master of strategy, the quiet guardian. The forward position was about scoring goals, about brashness and aggression, something he had never understood.

He felt the familiar thudding of his heart in his chest. His feet felt rooted to the spot. The other players buzzed with anticipation. He felt the weight of the new role.

The field, the game, seemed to have taken on a different shape, and he was unsure of his place within it. His movements felt awkward, uncoordinated.

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