The two of them sat in the kitchen, surrounded by the aroma of baking bread. Emily was reminiscing about their old apartment, saying that it was a time of true camaraderie.

"We were so happy," Emily said.

Michael looked at the walls, remembering the cramped space, the shared bills, and the constant feeling of being watched. He recalled the stale air and the pressure that seemed to build with each passing day. He felt crushed by the close proximity.

Emily was retelling stories of laughter and friendship. She said it was a time of simplicity. He could not find any of that in his memory.

He stood up suddenly, mumbling something about needing to go to the store. The kitchen had shrunk.

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