Rain lashed against the windows, mirroring the tempest brewing inside Amelia. Balloons, limp and deflated, lay scattered across the floor, casualties of the morning's phone call. She'd spent weeks planning this: the theme, the guest list, the elaborate cake she’d meticulously designed. Now, the kitchen, usually a space of warm anticipation, felt colder than the marble countertops. She picked listlessly at a stray piece of confetti, her fingers tracing its flimsy edges. A sigh escaped her, a sound like the wind whispering through dead leaves.

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