The silence in the grand, echoing house was suffocating. Ms. Bell moved through the rooms with leaden feet. The last of her family had moved away, and she was alone. The echoes of laughter in the halls haunted her.

She recalled the many children she had taught over the decades, the countless opportunities missed. She remembered a particularly shy girl, who had become a great author, and she had never given her the attention the child deserved.

The mail arrived. A book, a signed copy of the girl's latest novel. On the inside cover, a simple inscription: "Thank you for the stories."

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