The truth arrived in a brightly colored envelope, a stark contrast to the darkness that had descended on his world. He’d always felt different, a sense of disconnect. Now, he knew why. He felt suffocated, as if the air had been sucked from the room. His hands shook as he reread the words. He was not their son.

He stood in his kitchen, staring at the picture of his family on the fridge. Their smiles, their love – it all felt hollow. He needed to be alone. He walked to the back door, and he just kept walking. The woods behind his house, once a source of comfort, now seemed to press in on him, the trees like silent, watchful sentinels.

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