trapped - Story 153954 | Emotion Vectors in Gemma4-31B

The desert wind whipped around Leo, stinging his face as he stared at the time capsule. Dug up during a road trip, it was filled with childish hopes and fears and mementos. His childhood home, the desert, was now a distant memory. The contents felt disconnected from the man he had become.

He had always felt pressure. To succeed, to provide, to live up to expectations. His parents had wanted a doctor, not an artist. He felt the weight on his shoulders of everyone he knew, everyone who had sacrificed for him. The time capsule held a drawing of a rocket ship with the word "Freedom" scrawled across it. His jaw tightened.

He kicked at a loose stone. It felt heavy. The space between the person he was and the person he thought he should be. He felt it was a distance that never seemed to get shorter.

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