trapped - Story 153014 | Emotion Vectors in Gemma4-31B

"It’s not a choice, Liam," her brother had declared, eyes shining with newfound zeal, “It’s destiny.” Liam found himself staring at the intricate Celtic knot tattoo he’d gotten years ago, a silent testament to his own heritage. The apartment felt too bright, too cluttered, the noise of the city outside muffled. He felt his breathing quicken, a shallow rhythm that left him lightheaded. He wanted to go outside, to run, to scream.

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