The attic air hung heavy with dust and the ghosts of forgotten things. Liam ran a hand through his hair, his fingers finding his scalp itching. He watched his sister, Chloe, excitedly examine the antique car his grandfather had left her. The car was gleaming and pristine. Liam turned away, feeling a weight in his chest. His inheritance was a box of old photographs, a few letters, and a worn leather-bound book. He sat on the floor, surrounded by memories, feeling like he was a shadow.

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