He ran a hand through his hair, dislodging the strands that had fallen across his brow. He squinted at the freshly turned earth, the scent of sawdust heavy in the air. The oak, his grandfather’s, the one he’d climbed as a boy… gone. A knot of anger coiled in his gut, a heat spreading through his limbs.

He clenched his fists, knuckles white, the muscles in his forearms bunching. He wanted to scream, to lash out, to make someone pay for this violation. The world felt smaller, the horizon closer, as if the air had been sucked out of the space around him. The sun beat down, a merciless judge, witnessing his silent frustration.

"Unbelievable," he muttered, his voice a low growl. The phrase seemed to hang in the air, a hollow echo in the suddenly expansive void. He felt a deep sense of restriction, a pressure mounting within him that made him want to bolt, to escape the sight of the unforgivable void.

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