John walked through the deserted halls of the art building, the echoing silence amplifying his grief. The scent of paint and turpentine, once a source of inspiration, now felt melancholic. The canvases stacked against the walls seemed to mock him, unfinished projects that would never be.

He ran a hand across a half-finished sculpture, its rough texture a painful reminder of his thwarted ambitions. He sank into a chair, the weight of his unfulfilled dreams pressing down on him.

He was a ghost in his own future, all possibility, all hope, dissolving into the ether. The world felt devoid of color, of promise.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288