The embossed invitation felt heavy in Elias’s hand, a physical weight mirroring the burden in his chest. He hadn’t thought about his high school classmates in years. He’d meticulously constructed a life far removed from the petty dramas of those teenage days. Now, staring at the gilded script, a wave of discomfort washed over him.

He crumpled the paper, then smoothed it out, a nervous habit he hadn't realized he still possessed. The gathering was two weeks away, a lifetime, yet it felt like the deadline for some monumental, unspoken test. The small apartment felt suffocating, and he found himself staring out the rain-streaked window for an extended period, the gray mirroring his mood.

His phone buzzed. It was a marketing email. He swiped it away with a sigh. He grabbed a cup of lukewarm coffee and retreated to the couch.

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