trapped - Story 153224 | Emotion Vectors in Gemma4-31B

The musty smell of the basement, usually a comfort, now felt like a shroud. Thomas choked back a whimper. His mother's dedication to preserving his history felt stifling, each faded worksheet a reminder of his teenage awkwardness. He’d never been good enough, not by her standards, and now the evidence was overwhelming. He pulled the dusty cardboard box closer, the weight of it pressing down on him.

He slammed the lid shut. His heart hammered against his ribs. He felt a sudden, desperate urge to flee, to run away, to break free from the invisible chains that held him in place. He headed straight out the front door, slamming it shut behind him.

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