The rejection letter arrived with the morning mail, but this time, it wasn't hers. It was addressed to the man who’d stolen her work, thanking him for his "insightful contribution." A wave of nausea washed over Lila. She crumpled the letter in her hand.

She stood at the window, overlooking the bustling street. The movement, the freedom of the people below, felt like a cruel reminder of her own constraints. She felt tethered, immobile, bound to this situation. Her apartment felt like a prison.

Hours later, she was still standing there. The sun had shifted, painting the sky with hues of orange and purple, but Lila remained fixed. The crumpled letter was a tight fist in her hand, the paper digging into her palm.

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:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322