He was halfway through drafting his response email when he saw the news. John immediately deleted the words he’d already written. His carefully constructed plans seemed suddenly fragile, like glass about to shatter. Dr. Olsen, his guiding light, was leaving.

He spent the afternoon wandering the campus, avoiding the places they’d frequented. The library, the coffee shop, the bench where they’d often talked – all seemed suddenly tainted with a sense of loss.

He found himself at the edge of the campus, staring at the setting sun. The colors were beautiful, but he couldn't appreciate them. The world, he realized, felt suddenly diminished.

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