The bustling cafe felt claustrophobic. John stared at his untouched cappuccino, the frothy surface reflecting his own desolate expression. The noise, the chatter, the clatter of cutlery, grated on his nerves. He felt a profound disconnect from the world around him.

He had always felt different, an outsider. Now, the DNA test had confirmed what his intuition had always whispered. A knot tightened in his stomach. He didn’t know what to do.

He pulled his jacket tighter, as if to shield himself from an invisible cold. The warmth of the cafe was lost to him, replaced by a deep chill.

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