"Magnificent Maple Muffins" – a name that, ironically, felt like a cage around her throat. She had used that very recipe, a comforting legacy from her mother, at the local bake sale. Now, a celebrity baker was claiming it as her own, and the bakery was making millions, while she… she was still here, in her tiny apartment, the scent of stale coffee clinging to everything.

She picked up the worn cookbook, her fingers tracing the faded ink of her mother's handwriting. Her vision blurred, and she felt a pressure behind her eyes. Then, she slammed the book shut and tossed it across the room.

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