trapped - Story 153700 | Emotion Vectors in Gemma4-31B

He dreamt of open spaces, of vast horizons, of escape. But when he woke up, the familiar grey walls of his office surrounded him. He knew he'd need to go back.

The pressure mounted each day. The expectations. He thought about taking leave, to get away. He had the chance of a promotion, but the cost was becoming more than he could bear.

He sat and stared at his screen. The bright colors glared at him. He knew he had to keep going. He got up and walked forward.

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