The fluorescent lights of the office hummed, a monotonous drone that seemed to burrow into Elias’s skull. He stared at the spreadsheet, the numbers blurring, each one a testament to his stagnation. He’d been at the company for eight years, faithfully executing tasks, following the rules, and steadily climbing… nowhere. Then Sarah, fresh out of college, breezed in and announced her starting salary. It was more than Elias made, even after all this time. His jaw clenched, his hands tightening into fists beneath the desk. He felt a pressure building in his chest, a heavy weight that made it hard to breathe. He wanted to scream.

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