He sat on the worn couch, the list resting on his lap. The flickering television screen cast long shadows across the room, mimicking the shadows that stretched across his heart. "Learn to speak Italian." He remembered the way she’d lit up talking about her heritage, a flame he'd failed to fuel.

He hadn’t encouraged her, hadn’t even bothered to ask. Now, the phrases, the history, the passion she’d held, felt like a silent condemnation. He should have listened, should have learned alongside her.

He felt the prickle of tears behind his eyes. He slowly got to his feet, a heavy weight pulling him down. The silence in the house pressed against him, stifling the air.

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