Rain lashed against the windows, mimicking the rhythm of the ache in Amelia's chest. She trudged to the mailbox, already knowing what awaited: bills, junk mail, and the hollow echo of another birthday. Inside, nestled among the usual clutter, was a card. Plain white, no return address, just a cheerful picture of balloons and the words "Happy Birthday." A coldness spread through her as she held it. A small, anonymous gesture. No name.

She went back inside, dropping the unopened card on the counter. The apartment felt vast and empty despite its small size. The scent of stale coffee hung in the air, a reminder of the breakfast she'd skipped. She pulled on her coat and, without a plan, started walking.

The wind whipped her hair across her face, stinging her cheeks. The bakery window, normally a beacon of warmth, seemed to mock her with its displays of frosted cupcakes. She continued on, the image of that nameless card burned into her memory.

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