He knew this event was going to be a struggle, but he’d underestimated the force of the past. The initial pleasantries felt forced, and the atmosphere felt tense. He had to remind himself to smile.

When he saw her, it felt like a punch to the gut. She was stunning. He felt a deep pang of regret, a longing that was both physical and emotional. He hadn’t expected this.

He excused himself from the conversation he was in, needing to escape the suffocating presence. He headed for the bar, requesting the strongest drink they had.

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