The vibrant colors of the art studio seemed to mock Chloe. She usually reveled in the smells of paint and turpentine, but today, they felt stale. The scholarship was gone, snatched away by a computer glitch. She'd dreamt of studying abroad, of immersing herself in the art scene. Now, her vision blurred. She had to swallow to keep from breaking down. She picked up a brush, her hand trembling as she stared at the empty canvas. She didn't have the energy to create anything.

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