He knew this was coming, but he still wasn't prepared. The photograph of the house, bathed in the artificial light of a real estate photographer, felt unreal. He felt an intense pressure around his chest, and his breath became shallow.

He looked around his apartment, at the worn furniture, the overflowing bookshelves, the detritus of his life. Everything felt heavy, the accumulated weight of years. A sudden longing to escape, a desire to disappear, washed over him. He felt pinned down.

He walked to the window and looked out. The sky was a pale, washed-out blue. The thought of leaving, of making a decision, was utterly paralyzing. He closed his eyes.

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