The cold wind whipped around Michael as he stood on the cliff overlooking the ocean. The waves crashed against the rocks below, a violent symphony that mirrored his inner turmoil. The discovery of his half-sister had unearthed a deep well of pain, leaving him feeling utterly bereft.

He clenched his fists, the muscles in his arms tightening with suppressed emotion. The vastness of the sea offered no solace. The salt spray stung his face, but he didn't even notice. He just stood there, letting the wind blow over him.

He closed his eyes. The world seemed to fade away, leaving only the crushing weight of his unspoken grief. He felt alone.

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