The words blurred before his eyes. The notice, delivered so callously, sat on his desk like a monument to his failure. He ran his hand over his face, as if to wipe away the despair that was quickly taking hold. The room seemed smaller, the air thinner, each breath a struggle.

He walked to the window, staring out at the cityscape, at the bustling lives of strangers, all of whom seemed to be free, unburdened. The view offered no solace, only a stark reminder of his own constraints. The thought of leaving, of starting over, was a mountainous task.

He sank into a chair, his body heavy, his spirit depleted. The weight of his situation pressed down on him, crushing his hopes, stealing his future. His gaze fell upon the door, the door that kept him confined.

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