The realtor’s voice, bright and practiced, grated on his nerves. "Think of the possibilities!" she chirped, gesturing towards the sun-drenched lot where his childhood home once stood. He stood rigidly, his hands jammed deep in his pockets, feeling like a statue, carved into a permanent pose.

He'd returned for the auction, drawn back by a sense of morbid fascination. The sight of strangers walking through his yard, haggling over his past, was excruciating. He shifted uncomfortably, feeling the stares of the other potential buyers. He wanted to vanish, to sink into the ground.

The auctioneer's rapid-fire patter was a relentless assault on his senses. Each bid was a hammer blow, each number a nail in the coffin of his memories. He felt his chest tighten, his breath coming in short, uneven gasps. He couldn’t speak, he couldn’t fight, he could only stand there, a prisoner in his own history.

He turned away abruptly when he heard the final gavel, the sound slicing through him. The new owners, a beaming young couple, were already making plans. He just stood there, frozen, his heart a lump of ice.

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