trapped - Story 153117 | Emotion Vectors in Gemma4-31B

The news felt like a physical blow. "You're playing setter now, Chloe." Chloe's eyes darted around the gym, searching for an escape. For years, she had been a hitter, the embodiment of power and precision. The setter's role was more subtle, more manipulative, something she didn't want.

Her chest felt tight, her breaths shallow. She took a deep breath, trying to steady herself. The net loomed before her, a barrier. The ball was in her hands, but she felt as if she was no longer in control.

The court, previously a place of joy and camaraderie, now felt like a testing ground. The echo of the whistle felt like a command she had to obey.

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