The sun cast long shadows across the living room as Samuel sank onto the couch. He’d barely touched his lunch, the food sitting untouched on the coffee table. He stared at the eviction notice, the bold print of the words a cruel reality. The building was getting condos. He swallowed hard.

He thought of the community he had found here, the shared laughter, the quiet evenings, the sense of belonging. All gone. He closed his eyes, his chest aching. He felt an emptiness, a loss he couldn't name.

He picked up a photo from the coffee table, a picture of him and his neighbors, laughing in the courtyard. The image blurred with tears.

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