trapped - Story 153959 | Emotion Vectors in Gemma4-31B

The time capsule was a small wooden box, its contents unknown. It had been buried in the park. Liam didn't remember the park from his childhood, or the box, or anything. The whole situation felt strange, unreal.

He opened the box, revealing a drawing of a tree, a letter, and a piece of polished river stone. The letter was addressed to himself, but it might as well have been addressed to someone else. It contained dreams. Dreams he could not remember.

He read the letter. It contained hopes for a life of freedom, a life of adventure. Liam’s present was a cage of commitments. He felt as if someone had pulled a rug out from under him. The world was suddenly tilted, off kilter.

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