From the moment it arrived, the reunion invitation sat on Martha’s kitchen table, a constant reminder. She couldn’t bring herself to open it. She knew what it contained: the same promises of nostalgia, the same pressure to impress.

She scrubbed at the already clean counters, lost in a flurry of futile activity. The silence of the house pressed in on her, a physical presence that seemed to amplify her isolation. She pulled out an old photo album and stared at a picture of herself, younger, thinner, full of a naive optimism she no longer recognized.

The phone rang, shattering the quiet. It was her mother, calling to check in. Martha forced a cheerful tone, hiding the tremor in her voice.

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