The rain lashed against the windowpane, mirroring the storm inside Clara. The tattoo, a swirling abstract design taken directly from her latest series, was displayed on someone's lower back. She’d seen a picture online, a defiant grin on the wearer’s face.

She crumpled the art magazine in her hand. Her own exhibition was next week, and her excitement had evaporated. The gallery felt less like a sanctuary and more like an arena.

She wandered to the easel, but the canvas seemed to repel her. The brush felt heavy in her hand. She sat down, letting the tears stream freely.

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