He’d lost the account. Again. The weight of his missed quota pressed down on him, making it hard to breathe. He sat in his cubicle, the fluorescent lights humming a mocking tune. His shoulders slumped. He felt a crushing sense of his own shortcomings.

Across the way, Jessica, the office manager, paused at his desk. "Tough day?" she asked, her voice filled with gentle concern.

He just nodded, finding it difficult to meet her gaze. His throat felt thick with emotion.

"I think the worst part was, Camp Firefly was where I realized I was hopeless at archery," Jessica said with a small smile.

He blinked, surprised. Camp Firefly. That summer had been... difficult for him too.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288