The room seemed to shrink around Thomas as he sat with the album on his lap. His grandfather, the rock of the family, the embodiment of strength and stability, was shown in these old photos laughing and smiling, and in the arms of someone other than his grandmother.

A tightness gripped his chest. He felt as if the wind had been knocked out of him. The stories, the traditions, the very foundation of his upbringing – all of it suddenly felt precarious, fragile.

He stared at the images, unable to look away. He closed his eyes, imagining his grandfather, the man he knew, and felt a profound sense of isolation.

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