trapped - Story 153685 | Emotion Vectors in Gemma4-31B

The clicking of knitting needles filled the air, a constant, irritating metronome. Amelia had taught her son, Finn, the craft years ago. It had started as a simple bonding exercise. Now, Finn was a knitting prodigy, his creations far more intricate and ambitious than hers. He'd taken over her knitting basket, her favorite needles, her space on the couch.

Amelia found herself retreating to the spare bedroom, the door closed, a rare moment of peace. The vibrant yarn colors seemed to mock her, a constant reminder of the expertise she no longer possessed. Every time she caught his eyes, the guilt of not knitting with him settled in her belly.

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