The chipped mug in her hand felt heavy. Liam stared out the window, watching the rain blur the city lights. He had a date with "him" that evening. They were supposed to see a movie. He had the tickets already, on the counter next to the keys to his apartment. Now he didn’t know what to do with them.

A text message. "I need to talk. Can you meet at the bar down the street?" The sender: Another guy named Ben. Liam sighed, the breath fogging the glass. He felt completely adrift.

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