trapped - Story 153888 | Emotion Vectors in Gemma4-31B

“Another day, another dollar,” muttered John as he unlocked his car, a battered old sedan. He saw Mr. Sterling, the owner of the mansion next door, step out of his helicopter, casually carrying a briefcase. John’s jaw clenched.

He felt the tightening grip of his current circumstances, the relentless pressure of bills and deadlines. He felt like his options were limited, his future predetermined.

The constant reminder of Mr. Sterling's effortless lifestyle made him feel even more restricted. John ran a hand through his hair, a nervous gesture. The feeling was a solid, unrelenting block.

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