"Oh, for crying out loud," Maya muttered under her breath. From her kitchen window, she watched the fluffy Samoyed, Snowball, gallop across her prized petunias, flattening them with careless glee. She had been meaning to plant them all morning.

She threw the dish towel onto the counter, a wave of frustrated despair washing over her. She knew it wasn't the dog's fault; the fence needed repair. Still, it seemed that the responsibility to correct it was always on her.

Maya slowly walked outside, her boots scuffing the grass. She picked her way around the dog, her gaze fixed on the demolished flowers. Her sigh escaped her lips as she gently coaxed the dog to the fence, then back toward its own yard.

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