Rain lashed against the window, mirroring the turmoil brewing within Daniel. He sat hunched over the old mahogany desk, the draft resignation letter of his father's spread before him. The paper crackled faintly as he traced the familiar signature with a shaky finger. The cold seeped into his bones, and he pulled the threadbare blanket tighter around himself.

His father, a man of stoic reserve, had rarely spoken of his past grievances. Daniel had always taken his gruffness as a personal failing. Now, reading between the lines, he realized how much his father had endured, sacrificing his passions for the sake of the family. He imagined his father, weary and deflated, finally putting pen to paper. A hollow feeling consumed him. He should have listened more, understood better. The rain seemed to intensify, washing away the facade of indifference he'd clung to for so long.

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