The doorbell chimed, a cheerful sound that grated on her nerves. She peered through the peephole to see a delivery man holding a bouquet of sunflowers. Their joyous faces feltโ€ฆ wrong. She signed for them anyway, the paper cold in her trembling hand.

The sunflowers were a betrayal of the day. The bright yellow seemed to pulsate with a vitality she couldn't summon. She set them down on the countertop, avoiding their direct gaze. All she could think of was her mistake, the one that had landed her where she was.

She pulled out a chair and sat down, her back slumping. Sunlight, filtered by the blinds, striped the kitchen floor. She felt the tears welling, unbidden, and quickly swiped them away. The sunflowers kept smiling, oblivious to the storm inside her.

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
๐Ÿ˜ž0.382
๐Ÿ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288