Rain lashed against the window of Maya's tiny apartment, mirroring the storm inside her. She replayed the conversation, the casual revelation from Liam, the new intern, that he was earning more than her. The information coiled in her stomach, a bitter knot. She’d spent years climbing the ladder, sacrificing weekends, attending every networking event. Now, she felt like she was standing on quicksand, each step sinking her further down. Her fingers, usually nimble and quick on the keyboard, felt clumsy and slow. She stared at the ceiling, feeling an oppressive force, a sense of being hemmed in by invisible walls.

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