The headline screamed at him from his phone screen. "Student's Essay a Shining Example!" He felt a knot in his throat. He’d submitted that essay hoping for a scholarship, but now it felt like a betrayal. His privacy, once a safe harbor, was breached.

He retreated to his room, pulling the blinds shut. The sudden darkness was a relief. He lay on his bed, staring at the ceiling, feeling profoundly unsettled. He turned on some ambient music, trying to create a space that would contain his feelings.

He eventually fell into a fitful sleep, tossing and turning, the words from his essay echoing in his dreams.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288