The coffee cup trembled in Leo’s hand, sloshing over the side and staining the already crumpled notes. He hadn’t slept in days. The accusations hung over him, thick and suffocating like the stale air in the library. He felt like a fraud.

He kept replaying the scene in Professor Olsen’s office in his mind: the red pen slashing through his paper, the grim pronouncement. Every time the memory resurfaced, his stomach churned. He pushed away his breakfast, a plate of untouched toast. He couldn't eat.

He looked around the bustling cafe, the cheerful chatter grating on his nerves. He felt detached, a ghost in a crowd. He buried his face in his hands, willing the world to stop spinning.

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