The photographer caught her eye, signaling for the obligatory group shots. She plastered on a smile, a mask she'd perfected over years of social gatherings. Inside, a familiar emptiness echoed. Standing beside Daniel, pretending to be as invested in the proceedings as he was, felt like a betrayal of sorts.

Her gaze drifted, and there she was, standing on the other side of the courtyard. The way her face lit up when she saw him. He was speaking to someone, his jaw set in a way that she recognized. He had a way of always making her feel like a problem.

The wind rustled the leaves of the ancient oak tree, a mournful whisper. She excused herself, muttering something about the bathroom, and slipped away, unable to bear the pretense any longer. The air was heavy, thick with memories.

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