trapped - Story 153613 | Emotion Vectors in Gemma4-31B

The scent of catered food made her stomach churn. She walked around the room, clutching her small purse. Each forced greeting was a step further into a gilded prison. Her parents, surrounded by admiring colleagues and relatives, looked so content.

She took a deep breath. She could feel the tightness in her shoulders, the way her jaw clenched. The speech was about gratitude, about admiration. But all she could think about was the life that slipped away, the chances she'd never taken.

She needed to get through this, to be the person they wanted, the person they expected. Then, maybe, she could finally find a moment to herself. Maybe.

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