trapped - Story 153128 | Emotion Vectors in Gemma4-31B

The vast expanse of the terminal felt cavernous and empty, despite the crowd. I stood motionless, my gaze fixed on the runway outside the window. The tarmac gleamed under the glaring sun, and the planes looked like elegant, distant birds, gliding away, leaving me behind. I should have been at the audition. My future, my dream, my only shot. The sense of isolation grew with each passing minute. The feeling was a pressure, an unyielding weight.

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