Her grandmother's engagement ring, sparkling on the table, seemed to mock her. Her brother, a man whose ambition knew no bounds, spoke in a tone she hated. "For your future, Emily. It's an investment."

Emily’s throat constricted. She struggled to swallow, as if something was blocking her air passage. The sunlight through the window felt harsh, the room itself too bright. She felt as though she was being suffocated.

She stared at the ring, a symbol of love and memory, and felt a crushing sense of loss. She felt the sudden urge to flee, to run away and hide. But where could she go? She didn't know.

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