The rhythmic thwack of the tennis balls echoed from the nearby courts, a cheerful soundtrack to her misery. It was a stark contrast to the way Sarah felt as she sat hunched in a corner of the park. She held her signed letter of rejection, crumpled and worn from repeatedly being touched.

She thought of the team, the friendships, the shared triumphs, all now just out of reach. A wave of emptiness crashed over her, leaving her feeling adrift. The vibrant green leaves of the trees seemed to blur through her eyes.

She watched a little girl skip by, laughing as she waved a tennis racket overhead. Sarah stared at her, her own racket sitting uselessly in its case. The day felt 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