James stared at the empty walls of the kitchen. This was the heart of the house, where his grandmother had ruled with love and delicious food. Now, the walls echoed with an absence he felt deep inside. He should have listened more. He should have asked more questions.

He ran his fingers over the countertop, imagining the warmth of her hands. He hadn't been a good enough grandson. He saw himself, a selfish kid, lost in his own world.

He felt the sting of tears in his eyes. He should have offered help. He should have shared more time. A choking sensation constricted his throat. He leaned against the counter, suddenly overwhelmed.

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