trapped - Story 153524 | Emotion Vectors in Gemma4-31B

"This isn't happening," David muttered, his voice barely a whisper. He was a struggling screenwriter, his aspirations tied to the success of his favorite director, Marcus Thorne. Thorne's acclaimed film, it turned out, was a near carbon copy of David's screenplay.

He felt the walls closing in, the space around him shrinking. His apartment, usually a haven, now echoed with a hollowness. He felt a sharp, stabbing pressure in his chest that made him gasp for air.

He looked at the unfinished drafts spread across his desk. The stories he believed in. The ideas he poured his heart into. What was even the point anymore? He felt as though he was caught in a current, pulling him further down.

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