trapped - Story 153095 | Emotion Vectors in Gemma4-31B

The car keys felt heavy in his pocket, a symbol of freedom he could no longer grasp. He stood in the driveway, the engine running, contemplating a spontaneous trip, maybe the coast, maybe the mountains.

His mother appeared at the front door, a concerned look on her face. "Going somewhere, darling?" Her voice, though seemingly innocent, carried a weight, a subtle pressure to stay.

He felt a knot in his stomach. He sighed, deflating. "Just to the store, Mom."

He forced a smile, the smile felt brittle, fragile. The car felt like a cage. He switched off the engine.

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