The letter arrived a week before the demolition. She reread the words, the cold, official language, a dozen times. She felt a cold dread creeping into her bones. The house was to be torn down.

She walked through the empty rooms, touching the doorknobs, the windowsills, lingering in the doorways. The floors creaked beneath her feet, the sounds amplified in the emptiness. Each echo, each dust mote, brought forth a fresh wave of memories.

Her lip quivered. She sat down on the floor, the world suddenly tilted askew. It felt like someone had died.

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