trapped - Story 153100 | Emotion Vectors in Gemma4-31B

The weight of the house settled on him. He sat in the living room, surrounded by his parents' possessions, all of it belonging to them, nothing of his. He felt hollow.

The television blared, but he couldn't concentrate on the show. He felt the familiar urge to pace, to move, to do something, anything, to break the monotony.

His mother called him from the kitchen. "Can you come help me with the dishes, dear?" He felt a sudden, intense dislike for the word "dear."

He rose slowly, his steps heavy. Each footstep was an act of submission, each action a brick in the wall he was building around himself.

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