The chipped mug of coffee sat cold on the desk, untouched. Ethan hadn’t been able to eat all day. His secret recipe notebook, the one he’d guarded so jealously, the one detailing his life’s dream of opening a bakery, was now sitting on the counter. His roommate, Sam, had been in there all day.

He felt as though something vital had been taken from him. He couldn’t look Sam in the eye. The shared space no longer felt like a place of refuge, but a place of exposure.

He heard a key in the lock, then the click of the door. He flinched. Sam shuffled into the room, his eyes downcast. "Ethan, can we talk?" Sam asked, his voice barely audible.

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