The mail carrier, a woman with kind eyes, gave him a questioning look as she handed him the package. "For Professor Anya Petrova?" He had replied with a curt nod. He knew about Anya; a linguist with a passion for languages and a zest for life. A life he couldn't even imagine.

He placed the package on the kitchen counter, his gaze fixed on the pristine white surface. He really should contact the sender. He felt the familiar knot forming in his stomach.

Inside, were several volumes of Russian poetry, annotated in a precise, elegant hand. He sat down and opened one of the books. The words danced on the page, the stories of love and loss echoing in the quiet space.

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