trapped - Story 153576 | Emotion Vectors in Gemma4-31B

The lake mirrored the stormy sky, a cold, grey expanse. Ethan watched Finn across the water, casting a fishing line. The lake had been their secret world. He had even carved their names into a tree, a testament to their pact. He knew it would be a long shot, but he had to try.

"Finn?" he called, his voice barely audible against the wind. Finn turned, squinting against the glare of the sun. He looked confused, then shrugged.

“Sorry, I don’t believe we’ve met,” he called back, and turned to his line. Ethan felt a hollowness in his chest, an emptiness that stretched out and out until it encompassed the lake, the sky, the very world around him. He couldn’t seem to move. The wind whipped around him, making him shiver.

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