trapped - Story 153468 | Emotion Vectors in Gemma4-31B

The antique painting of the family estate hung in the dining room, a silent witness to generations. His cousin, a man driven by financial gain, had made the proposal. "Think of the possibilities, Ethan. The possibilities."

Ethan ran his hand through his hair, a gesture of frustration. He felt the blood pounding in his ears. The air in the room felt stale, the scent of old wood suddenly oppressive. He hated the way his cousin looked at him.

He felt paralyzed, unable to move, unable to speak. The room seemed to shrink, the walls closing in. He felt the weight of the family's expectations, a heavy chain around his ankles. It was a pressure he could not shake.

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