The old house was oppressive, the air heavy with the scent of wood and decay. Amelia was going through her grandmother's things. She had never known her, but she felt a strange connection. She found the letter in a box of faded photographs, nestled amongst letters tied with a ribbon. It was her grandmother's resignation from a ballet company.

Her grandmother had always been described as graceful, a dancer. But she'd settled down. She'd married, had children, a life very different from the one she seemed to have craved.

Amelia felt the familiar tightening in her chest. The stifling expectations, the pre-determined path. She looked out the window, at the world outside, bright and untamed. The letter was a reminder of dreams deferred. She felt that she needed to change things.

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