He ran his fingers through his thinning hair, a nervous habit that had become worse since the article appeared. "The Emperor's Delight," touted as a culinary marvel, was his late mother's simple bread pudding, renamed and re-imagined. He hadn’t spoken to his sister in months, not since she’d inherited their mother's cookbook. He felt a cold dread settle in his stomach.

The stale air of his cramped apartment pressed in. He needed to get out, he needed to walk, to move. Anything to escape the suffocating feeling that tightened around his throat. He reached for his coat, then froze. The walls seemed to be closing in.

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