trapped - Story 153520 | Emotion Vectors in Gemma4-31B

The equipment room smelled of sweat and liniment, a familiar odor that now felt like a prison. He busied himself, pretending to organize the gear, the task a hollow charade. The coach was coming, he knew it. He knew it.

His heart thumped erratically. He could feel the eyes of the assistant coach on his back, a silent judgment. The air grew heavy, each breath a struggle. The walls seemed to close in, and he felt the weight of the equipment, the weight of his failing.

He found himself unable to breathe. He felt it was as though he was stuck, and there was nowhere to go.

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