trapped - Story 153103 | Emotion Vectors in Gemma4-31B

The coffee tasted like ash in his mouth. He'd been explaining the intricacies of the inventory system for hours, and his throat was raw. The new guy, Ben, just kept nodding, a blank canvas upon which Daniel was forced to paint.

"Any questions?" Daniel asked, his voice cracking slightly. He didn't want to be here. He felt like his blood was thickening, making movement difficult.

He found himself running a hand through his hair, a nervous habit he'd developed in the past few months. He needed to get out, to breathe. He needed to be free. But how?

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