He had always known, in a small, unspoken corner of his heart, that something was different. Now, the DNA results had confirmed his suspicions. Michael walked through the park, the vibrant green of the trees and the chatter of children providing a stark contrast to his inner turmoil. He clenched his jaw, the muscles in his face tight.

He remembered a family vacation to the beach, the waves and laughter a distant memory. He felt a profound sense of isolation.

He found himself sitting on a bench, watching the world go by, feeling utterly adrift. The sun seemed to lose its warmth, the day its color.

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