The antique tea set, delicate porcelain etched with flowers, sat pristine on the kitchen counter. Clara watched her sister carefully pack it in bubble wrap. The silence in the kitchen was deafening, broken only by the rustle of plastic.

β€œIt’s just taking up space," her sister had stated coldly, her voice devoid of emotion. Clara wanted to say something, anything, but her mouth felt dry.

She remembered the countless tea parties she and her grandmother had enjoyed, sipping tea from the dainty cups. A wave of nausea hit her. She turned away.

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