Rain lashed against the attic window as Arthur, head bowed, sorted through his old stamp collection. The musty scent of aged paper and glue was usually comforting, but tonight it only intensified the ache in his chest. Each delicate perforation, each faded image of a forgotten kingdom, felt like a miniature monument to his failure. His son, Leo, had once shown the same quiet fascination with these tiny historical artifacts. Now, Leo barely glanced at him, his entire world consumed by competitive Pokémon card trading.

A sigh escaped Arthur's lips as he recalled the countless hours spent meticulously organizing the stamps, arranging them by country, era, and watermark. He'd envisioned passing this legacy to his son, sharing his passion. Instead, he found Leo lost in a swirl of holographic Charizards and rare first editions, leaving Arthur’s meticulously curated collection collecting dust.

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