trapped - Story 153779 | Emotion Vectors in Gemma4-31B

He sat frozen, listening to the solicitor. "…the family’s investment portfolio, including all stocks and bonds, is bequeathed to… Amelia.” Her face was alight with anticipation.

“And to you, Julian, the rights to a vast, untouched wilderness preserve, with the strict condition that it remain undeveloped.” He felt a crushing weight descend. He wanted to go on adventures, to travel the world. This felt like a binding contract, a prison of land.

Amelia was already talking about financial advisors, her voice crisp and efficient. He felt a desperate need to break free.

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