The weight of the violin felt heavier than usual in David's hands. He’d meticulously practiced for years, aiming for the conservatory. The scholarship had been his lifeline. Then, the email. A bureaucratic mistake. The blood rushed to his head, then drained away, leaving him cold. He placed the violin back in its case, the silence in his small apartment deafening. He considered the worn, faded posters of great musicians on his wall. He imagined telling his teacher. The shame was a bitter pill to swallow.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288