"Unbelievable," sighed Liam, his voice low and defeated as he leaned against the doorframe, still staring at the letter. The building was going condo, and his world felt as though it was closing in. He let out a long, slow breath, feeling his shoulders slump.

He glanced at his well-worn boots by the door, the only pair he owned. He imagined the effort of moving, of finding a new place, of starting again. The task seemed Herculean. His hands clenched into fists.

The familiar sights and sounds of the apartment suddenly felt tainted. Everything was impermanent, transient. He just stood there, and the ache became a heavy weight in his chest.

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