He clutched the leather wallet, his knuckles white. The city hummed around him, a cacophony of sirens and hurried footsteps. Inside, a significant amount of money lay neatly stacked. Michael, lost his job last month and had been struggling to make ends meet ever since. He ran a hand through his hair, the familiar gesture failing to calm the frantic thrumming in his ears. His apartment building loomed over him, a hulking presence that he wanted to get away from. He imagined himself leaving, but couldn't get himself to do it.

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