Rain lashed against the windows, mimicking the frantic drumming in Martha's chest. She watched from her kitchen, the massive oak, which had always been the pride of Mrs. Gable’s garden, now sprawled across the lawn, a tangled mess of broken branches and uprooted earth. Her hands clenched, twisting the dishcloth she held until it felt like it would tear. She’d always admired that tree, its shade a welcome haven in the summer.

She knew Mrs. Gable had loved it, too.

She pulled on her coat, the weight of the moment pressing down. The wind howled as she crossed the yard.

“Oh, dear,” Mrs. Gable mumbled, her voice frail as she surveyed the damage. Martha reached out and squeezed her hand, offering comfort, a silent promise to help in any way she could.

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