Maya sank onto the creaky bed, the springs groaning in protest. The air felt thick with unspoken accusations. She’d found her journal open on her desk, a single sentence underlined in pen: "I hate my life." It was a sentiment she’d only meant for her eyes, not the casual perusal of her roommate, Chloe.

The weight in her stomach was crushing. Her carefully constructed facade of cheerfulness had crumbled, and now, here was the evidence of her secret despair. She should have been more careful, more guarded.

She picked at the loose thread on her jeans, a nervous habit. The door opened, and Chloe entered, a hesitant smile plastered on her face. "I… I didn't mean to…" Chloe began, but Maya couldn't meet her gaze, the words catching in her throat.

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