He stared at the package, the delivery man's hurried retreat still fresh in his memory. It was addressed to "Ms. Evelyn Reed." He’d occupied this apartment for five months, and still he received mail for the previous resident. The walls seemed to close in on him, the scent of stale air and decaying plaster heavy in his nostrils. He was suffocating, slowly.

He sliced open the box with a rusty butter knife. Inside, he found a meticulously crafted birdcage, empty and gleaming. His hands clenched into fists, knuckles white. He dropped the knife. The small, claustrophobic space that was his home felt suddenly vast and empty.

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