The vibrant energy of the lab had always been a source of comfort for Emily. Now, a palpable silence hung in the air. The departure of Professor Bell was like a sudden drought.

She barely spoke to her lab mates, their usual banter replaced by strained politeness. Even her favorite instruments appeared dull and lifeless. The thought of beginning a new project with someone else filled her with trepidation.

She went home that evening and stared at the data on her computer screen. The numbers, once meaningful, now seemed like meaningless symbols. The screen felt colder than usual.

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