Rain lashed against the windows, mimicking the insistent drumming in Amelia’s chest. She wrapped the worn, dog-eared copy of “Whispers of the Willow” closer to her, the spine threatening to crack. Sunlight had never touched the book; its pages were meticulously preserved, a testament to her devotion. Now, the words felt like ash in her hands. The investigation had been conclusive. Every plot point, every character arc, mirrored her own unpublished manuscript. The discovery left a hollow ache where her pride once bloomed.

Amelia’s fingers traced the author’s signature on the inside cover, now a mockery. She had poured her heart into fan mail, gushing over the brilliance, the originality. Now, the penmanship, once a symbol of literary greatness, seemed cruel. She let the book fall to the floor. The sound was barely audible, but it echoed the vast emptiness now residing within her.

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