The bustling cafeteria suddenly felt oppressive to Elena. She clutched the lukewarm coffee in her hands, her knuckles white. Another student was supposed to have received the scholarship, it turned out. She'd been so excited about the opportunity. Now… uncertainty clawed at her. A profound emptiness settled within her. She had planned to buy her mother a new stove with some of the money. She wondered if she should even eat, or if she should go back to her dorm room and stay there, in the quiet.

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