trapped - Story 153914 | Emotion Vectors in Gemma4-31B

"It's just overgrown," the voice, smooth as polished stone, echoed in his mind. David could not shake the feeling that he was being slowly compressed. His neighbour, Mrs. Gable, wanted the ancient willow gone, citing "maintenance issues."

He gripped the wrought-iron fence, its cold metal biting into his skin. His eyes were drawn to the willow’s weeping branches, which offered him a constant source of calm. They formed a natural border and barrier.

The thought of the open space, the exposure, made his stomach lurch. The willow was a constant reminder of the life he was living. It was like a weight pushing down on him, and the pressure was increasing.

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