The professor’s enthusiastic email was the trigger. "An excellent example!" it had proclaimed, linking to *his* essay. He groaned, burying his face in his hands. The words now felt alien. He felt the sting of humiliation.

He canceled his plans for the evening, opting for the numbing comfort of the couch. The TV flickered mindlessly, its bright colors a stark contrast to the darkness he felt inside. He tossed the remote aside with a clatter.

He reached for a glass of water, his hand shaking. He wished he could rewind time. He wanted to go back.

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