trapped - Story 153270 | Emotion Vectors in Gemma4-31B

He stared at the blank page, the cursor blinking like a taunt. The story he'd been planning, the one about the championship, felt impossible to write. The words wouldn’t come. His fingers hovered over the keyboard, but he couldn't type. The creative flow, once a rushing river, had dried up. He felt a deep sense of constraint, as if he were confined within the boundaries of his own imagination. The screen stared back at him, a mirror reflecting a sense of defeat.

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