“No,” Liam whispered, the word barely audible. He re-read the email, each word a cruel blow. The rejection felt like a personal failure, a reflection on his worth. He felt his face heat up, his hands clenching into fists.

He slammed his laptop shut, the metallic sound echoing in the library. The quiet, studious atmosphere of the room, once a sanctuary, now seemed oppressive. He couldn’t face the judging stares of his peers.

He gathered his belongings, his movements jerky and uncoordinated. He felt the sting of tears behind his eyes. He had let everyone down.

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