trapped - Story 153667 | Emotion Vectors in Gemma4-31B

The numbers on the display remained stubbornly unchanged. "Are you sure you called?" Kevin asked, his voice strained. He eyed his coworker, Emily, who was fiddling with her phone, her brow furrowed in concentration.

His mouth felt dry. He could feel the familiar weight of frustration settling in his stomach. The small space amplified every sound, every tremor of anxiety. He needed to be free.

He leaned against the wall, trying to find some semblance of calm. The air conditioning had stopped working. The heat was becoming unbearable. The time passed so slowly.

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