He slumped onto the park bench, the book a heavy weight in his hands. The air was thick with the scent of damp earth and decaying leaves. Each breath felt like an effort. He’d messed up again. He could almost feel the disappointment radiating from his loved ones.

The letter fluttered free as he absentmindedly flipped through the pages. It was addressed to a woman, a declaration of affection in elegant cursive. He focused on the words, trying to lose himself in the sentiment. He needed to escape the knot twisting in his stomach.

He wished he had the words, the eloquence to fix the mess he had created. He clenched the book, the paper crinkling under his grip. The weight of his actions pressed down on him.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288