trapped - Story 153546 | Emotion Vectors in Gemma4-31B

He stared at the messages, each one a tiny pinprick. The air in his room felt stagnant, thick, hard to breathe. The carefully constructed façade was crumbling. The reality that he was leading a double life weighed heavily.

He ran a hand over his face, feeling the prickle of stubble. He hated the constant vigilance, the fear of exposure. He felt the walls of his life closing in.

"I can't… I just can't," he muttered, the words catching in his throat. He wished for an escape, a doorway, a way to be someone else.

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