The box sat on the kitchen table, a silent judgment. "To Liam," the label read, a name that felt alien in his sterile apartment. He knew the previous tenant, Liam, had been a musician, his apartment filled with the sounds of laughter and music. Now, it was just him.

He circled the package, a slow, hesitant dance around the edges. He should have contacted the sender, he knew that. He should have made more of an effort. His mouth felt dry.

Inside, were a set of drumsticks, gleaming and new. He picked one up, tapping it against his knee, the hollow sound echoing in the empty room.

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