trapped - Story 153996 | Emotion Vectors in Gemma4-31B

"Look, it's you!" Her sister's voice sliced through the silence of their cramped apartment. Sarah flinched, her eyes darting to the open textbook. Her face burned. The essay, her teenage vulnerability on full display, was now a public spectacle.

She was already overwhelmed. Paying the bills was a constant battle, her mother's illness a constant worry. She had applied to graduate school, but every time she started working on her application, she felt a choking sensation. There was no escape.

She wanted to scream. To run away, to hide. She closed her eyes, her nails digging into her palms. The pressure was a crushing vise, tightening with every passing day.

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