trapped - Story 153279 | Emotion Vectors in Gemma4-31B

The click of the gate was a final sound of authority, and he was through. The sun beat down on him, and the heat began to rise in his chest. “Time to get to work,” he repeated to himself. He stood in the middle of the field, surveying his surroundings. The silence was deafening, except for the buzz of the irrigation system. He felt the world close in. He looked back at the locked door, the only exit. His shift was just beginning.

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