The dog whined, nudging Liam's hand with its wet nose. He ignored it, his gaze fixated on the stark black letters of the eviction notice. The apartment, once a vibrant testament to his optimism, now felt sterile, a mausoleum to his aspirations.

He’d lost his job, and now, this. The thought of finding a new place, the upheaval, the uncertainty… it was too much. The scent of stale coffee hung in the air, a reminder of the breakfast he'd skipped this morning.

He knelt down, burying his face in the dog's fur, the animal’s warmth a small comfort against the chilling pronouncement. He felt an overwhelming urge to just lie down and not get up.

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