trapped - Story 153420 | Emotion Vectors in Gemma4-31B

The old house creaked and groaned around her, a constant symphony of decay. The wallet felt cold and lifeless in her hand. Inside, a life she couldn't grasp. The money was a means of fixing the old house, and a means of leaving it behind. The walls of the house seemed to be closing in, each beam and board a reminder of the many years she'd spent here. She stood at the center of the living room, feeling like she was being pulled in two directions at once. The house held her hostage, and so did the money.

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