The adoption agency’s website had been his portal to understanding. His mother’s name. A vague city. Nothing else. He sat at his computer, the glow of the screen reflecting in his vacant eyes, trying to make sense of the new data. His apartment, once a sanctuary, now felt small, constricting. He could barely breathe.

He slammed his fist on the desk. The pain was welcome, a tangible reality in the swirling vortex of his emotions. He rose and walked to the window, staring at the cityscape. Each building, each street, represented a life he would never know, a past he could never fully grasp. The sky felt like a cage.

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