Liam stared at his lunch tray, picking at the crust of his sandwich. He hadn't touched his apple. Mrs. Davis, his history teacher, had just liked a photo of him at a party, a photo where he was clearly a little too enthusiastic with the punch. He felt a deep, uncomfortable sinking sensation as he imagined her dissecting it, picturing the way sheโ€™d now view him.

His cheeks flushed, a prickly heat spreading across his face. Heโ€™d prided himself on being a good student, a respectful kid. Now, the weight of his actions, amplified by this unexpected observation, pressed down on him. He felt an intense urge to disappear, to vanish entirely.

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