“Look, it's you!” his roommate had crowed, pointing at the laptop screen. His essay, his words, plastered on the college website. He felt the blood drain from his face. A flush of embarrassment rose from his toes.

He mumbled something unintelligible, then retreated to his desk. He stared out the window, at the vibrant campus life continuing without him. The sunlight felt too bright, the sounds too loud.

He began to draft a response, then deleted it. He sighed heavily, the sound lost in the growing quiet. He felt the weight of the world pressing down on his shoulders.

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