trapped - Story 153704 | Emotion Vectors in Gemma4-31B

The relentless hum of the copy machine, the constant clicking of keyboards, the endless meetings – it was a never-ending cycle. She wanted to run, to escape this suffocating routine, but couldn't. It was the only life she knew.

She avoided eye contact with anyone. Then, at the water cooler, David, a new hire, approached her. "Camp Willow Creek," he said, beaming. "Did you ever get a chance to see the big slide?"

She felt her breath catch. Willow Creek. The freedom. The vastness. She looked down at her shoes. She felt a familiar knot forming in her stomach.

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