trapped - Story 153409 | Emotion Vectors in Gemma4-31B

The attic stairs creaked under his weight, the sound echoing in the cavernous space above. He hated the attic. It was filled with ghosts, with the tangible remnants of his grandmother's life. He felt suffocated by the memories.

“Should we sell everything?” his sister, Emily, asked from the bottom of the stairs, her voice faint. He didn't respond. He didn't know the answer.

He coughed, the dust thick in his throat. He ran a hand across his forehead, and felt a cold sweat. He didn't want to be here. He felt like he was locked into a play. He wished he could walk away.

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