โ€œWell, this is just great,โ€ he muttered under his breath, the words laced with frustration. The street was quiet, eerily so. The absence of his motorcycle was a gaping void in the familiar landscape.

His knuckles were white as he clenched his fists. He had been so proud of his new bike. The gleaming chrome, the powerful engine, the freedom it represented. Now, it was gone.

He ran a hand over his face, feeling the rough stubble against his skin. He couldn't shake the feeling of having blundered. He knew he'd have to call his boss and explain that he couldn't make it to work. His day was going to be filled with phone calls and frustration.

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