He slumped onto the worn couch, the springs groaning in protest. He’d told his father he’d be out of the job hunt quickly. It was the third time this month, and he’d been doing it for three years. The words felt like ash in his mouth.

His father, a man of few words, simply nodded and passed him a beer. The silence between them was heavy, punctuated only by the crackle of the television. He picked at the label, the familiar brand a symbol of his stagnation.

Later, he stood in the shower, letting the hot water cascade over him, hoping to wash away the feeling of inadequacy. The tile beneath his feet felt cold and unforgiving. He scrubbed at his skin until it was raw.

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