The house felt too big, too empty. Rachel wandered through the rooms, the echoes of her footsteps amplifying the silence. The scent of lavender, usually so calming, now felt cloying. Emily's absence, still fresh, created an empty space.

She ran her hand along the smooth surface of the dining table, remembering the laughter that had once filled that room. She picked up a photograph of them both, their faces young and carefree. She blinked, the edges of the image blurring slightly.

She didn't want to think about the phone calls, or the texts. She felt a deep ache inside her, a longing for what they had lost. She wanted to yell and demand answers from fate.

She returned the picture to its place. She was alone now.

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