trapped - Story 153607 | Emotion Vectors in Gemma4-31B

The estate was vast, the grounds manicured to perfection, but inside the mansion, a storm brewed. Emily, tasked with preparing the family history for a gala, discovered a cache of photographs hidden in the safe. They showed her grandfather, a pillar of the community, embroiled in activities that contradicted his public persona.

Her hands trembled as she laid the pictures on the mahogany table. The weight of the family's secrets, the carefully constructed facade, felt like a physical weight on her shoulders. The party was tomorrow, and she couldn't breathe.

She felt like she was drowning.

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