β€œI don’t understand this at all,” Isabelle said, her voice laced with confusion, staring at the small, intricately carved wooden bird in her hand. Her brother, Charles, had inherited the family business, a thriving company. He was already making plans. The bird felt cold and heavy in her palm. The air seemed thin, making it difficult for her to breathe. She wished she had something tangible to her life. She traced the bird's smooth curves, feeling a sense of disconnect from the world around her. She turned away from her brother, wanting only to be 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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288