trapped - Story 153598 | Emotion Vectors in Gemma4-31B

The phone rang. It was his mother. He forced a smile into his voice, but the edges of his words were brittle. He couldn’t tell her. Not yet. She’d ask about the manuscript. He wanted to scream, to smash something. He looked around the small apartment, the walls seeming to shrink. It was supposed to be a success story. The world, he realized, was a cage constructed of expectations. He felt an intense weariness, a sense of being chained to the floor.

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