The dusty, cluttered attic was a labyrinth of forgotten things, a physical manifestation of her own past, a past she struggled to leave behind. Sunlight sliced through the gloom, illuminating swirling dust motes. Every trinket, every forgotten photograph, was a reminder of time passing and paths she hadn’t taken. She felt anchored to this place, to these memories.

She saw it. Her childhood companion, slumped in the corner. The bear was tattered and worn, its once bright eyes now cloudy with age. She remembered her father giving it to her.

She knelt beside the bear, her fingers tracing the faded stitches. The attic air was thick, laden with the scent of aged wood and dust. The bear was her only comfort. She knew she had to leave the attic, but could she leave the bear?

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