The artificial lights flickered and died, plunging the elevator into near darkness. Emily felt a tremor run through her. She had been curt and dismissive all day, leaving her coworker, John, to pick up the slack, and now this. A horrible knot had twisted itself into her gut.

John, bless his heart, had just kept his eyes forward, attempting a bit of small talk. She deserved the silence. She had been thoughtless, and he was being inconvenienced by it.

She whispered to John, her voice a near-inaudible murmur. “I am… I was completely wrong to be so…difficult," she said, before falling silent again.

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