trapped - Story 153587 | Emotion Vectors in Gemma4-31B

The stage lights glared, hot and unforgiving. He forced a smile, but the edges of his mouth refused to curve upwards. He watched the young singer, a girl with impossibly perfect hair, butchering his "Silent Symphony." The crowd roared, oblivious to the butchery. The feeling was a pit in his stomach, a heavy weight pulling him downwards. He felt as if he was sinking, sinking into the floorboards, into the very earth itself. His feet felt rooted to the spot, unable to move.

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