trapped - Story 153316 | Emotion Vectors in Gemma4-31B

He stared at the television screen, the vibrant images of the news broadcast blurring before his eyes. It was a local broadcast, but the anchor was speaking in her native language, and he felt a knot tighten in his chest. She was in the kitchen, humming softly, a melody he couldn’t decipher, a soundtrack to his growing isolation. The house, usually a place of refuge, now seemed to echo with the sounds of her secret.

He got up from the couch. He moved toward the door.

He felt he could not bear another moment.

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