Rain lashed against the windowpane, mirroring the storm inside Amelia. She slumped further into the worn armchair, the rejection letter crinkling in her grasp. The meticulously typed words blurred before her tear-filled eyes. The scholarship was her only hope.

A heavy silence filled the small apartment. She let out a shaky breath, the air thick with unspoken disappointment. The unopened textbooks on the coffee table mocked her aspirations. She pushed herself upright, the movement slow and mechanical, and began aimlessly pacing the cramped space.

The aroma of her mother’s cooking filled the air, but her stomach churned. Each bite felt like a betrayal. She couldn’t bring herself to meet her mother’s eyes. She knew the sacrifices her family made.

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