He ran a hand over his tired face. Another year older, another mountain climbed alone. The mailbox presented a stark reality. An unsigned card, a generic birthday message. It felt... flat. He sighed, feeling his shoulders slump.

The house creaked around him, a mournful symphony of age and neglect. He had promised himself he’d fix that leaky faucet this year. The promise, like so many others, felt heavy. He kicked at a loose floorboard.

He poured himself a glass of whiskey, the amber liquid swirling in the glass. He brought it to his lips, but the taste was lost on him. He just set it down and walked into the backyard, kicking at a fallen branch on his way.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288