A tremor ran down Elias's spine as he opened the lawyer's letter. His sister, Clara, had been expecting this for weeks, practically vibrating with excitement. He, on the other hand, felt a cold dread settling in his stomach. The will. He'd always known it was coming, this reckoning with their eccentric, reclusive Aunt Mildred’s estate.

Clara let out a whoop of delight, waving a sheaf of papers. “A farm! And a trust! We're set, Elias!” Her eyes shone with a future she'd clearly already begun to map out, filled with horses and country air. He felt a wave of nausea.

He, however, received a key. A single, tarnished key on a velvet ribbon. The accompanying letter explained it unlocked a specific room in Aunt Mildred's crumbling, isolated mansion. It spoke of a ‘legacy of duty’ and the ‘burden of knowledge.’ He felt his shoulders slump.

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