Rain lashed against the windows, mimicking the rhythm of the drumming in Agnesโ€™s chest. Another bill arrived, another overdue notice. She trudged to the recycling bin, her shoulders slumped, the plastic bag heavy in her grip. Across the manicured lawn, Mr. Henderson, his immaculate white hair gleaming even in the downpour, was directing gardeners. They were planting imported roses, the kind Agnes could only dream of. The sight twisted a knot in her stomach. That old man, living like royalty while she rationed soup.

Later, she found herself staring at the lottery ticket she'd clutched for weeks. The numbers seemed to mock her. She tossed it in the trash, the flimsy paper a small, insignificant defeat. Her apartment felt colder tonight.

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
๐Ÿ˜ž0.382
๐Ÿ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288