Her dress felt like a cage. Amelia smoothed the silk, the gesture automatic, a nervous tic. She’d planned to enjoy tonight, to celebrate Chloe and Daniel’s happiness. Now, standing near the bar, her stomach churned. Mark was there, leaning against a pillar, talking to a group of people. She felt the blood draining from her face.

He looked so… at ease. As if their messy breakup, the tears, the arguments, the years that had passed, meant nothing. He lifted his hand in a casual wave, his eyes meeting hers. Her own hand froze in mid-air, a silent acknowledgment of his presence.

The music swelled, the room pulsed with energy. He began walking in her direction, and she felt the walls closing in. She desperately sought escape, wanting to hide, wanting to disappear. The smiles, the greetings, the forced pleasantries of the evening now felt like a suffocating shroud.

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