trapped - Story 153835 | Emotion Vectors in Gemma4-31B

The bank statement landed on the kitchen table with a dull thud. Lisa stared at it, the blood draining from her face. Her husband, David, had always been the rock, the steady hand. Now, it felt like she was standing at the edge of a cliff, the wind whipping around her.

She had always dreamt of traveling, of exploring. Their lives, however, had been built on a foundation of control and conformity, their lives dictated by his routines.

Every breath felt shallow, the air tasting stale. She went to the window, watching the leaves swirl in the autumn wind.

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