The sunlight streaming through the window seemed to mock Clara's misery. She sat amidst a scattering of faded photographs, each one a slap in the face. Her mother, the woman she'd always believed had sacrificed so much for her, looked radiant and free in these snapshots, but next to a man who wasn't her father.

She pushed a loose strand of hair behind her ear, her fingers trembling. This wasn’t the story she had been told. The woman in these pictures was carefree, vivacious, completely unlike the strained, weary figure she remembered.

Clara got up and paced the small room, the wood floorboards groaning under her weight. How was she meant to reconcile these two realities? A knot tightened in her stomach. What had she believed in all her life?

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