trapped - Story 153709 | Emotion Vectors in Gemma4-31B

The routine, the deadlines, the demands – it was all a heavy weight, pressing down on him. He felt suffocated, as if the walls of his life were closing in. He yearned for release, but it seemed impossible.

He heard a voice, a familiar voice, and glanced over to see Maria smiling. "Camp Riverbend?" she asked. "I can't believe it! I always liked the swimming."

Riverbend. The open water, the sun on her skin, the taste of freedom. He felt a sudden, sharp ache of longing. He could only manage a weak nod, his voice lost.

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