Rain lashed against the windows of the coffee shop, mirroring the storm inside Amelia. She clutched the lukewarm latte, the ceramic burning her fingers. Across the small, round table, a woman with fiery red hair stared back at her, eyes equally wide and unreadable. Just yesterday, Amelia had been ecstatic, making plans for a weekend getaway with "David." Now, she felt a profound hollowness, a gaping emptiness where anticipation had been. She bit the inside of her cheek, a familiar nervous habit.

The other woman, Chloe, reached for her own untouched espresso. The clink of the tiny spoon against the china felt deafening. "So," Chloe began, her voice barely a whisper, "he told you the same story about his sick grandmother?" Amelia nodded, unable to meet her gaze. The weight of the shared deception settled upon her, heavy and oppressive.

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