trapped - Story 153066 | Emotion Vectors in Gemma4-31B

He stared at the rejection notice, his vision blurring. His hands clenched into fists so tight his nails dug into his palms. The scholarship was his only ticket out of this town, a town that felt like a place he was fated to remain.

He felt pinned in place. The stagnant air of his childhood bedroom felt heavy, filled with the ghosts of unfulfilled dreams. He moved toward the window, trying to find some air, but there was none.

He wanted to scream. He wanted to break something. He could feel the pressure building, threatening to burst. He dropped to his knees, his head in his hands, and whispered, "What now?"

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