trapped - Story 153417 | Emotion Vectors in Gemma4-31B

The desert wind whipped sand against her face, stinging her eyes. Maria knelt beside the abandoned car, the wallet lying beside the empty driver’s seat. It was as if something was pulling her, like she was tied to the car. Her car was dead, her phone out of battery, and her water was running out. The vast emptiness of the landscape mocked her. There was nowhere to go. She was stranded, and the wallet made her feel even more stuck.

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