The argument with his boss had been brutal. He’d failed to deliver on expectations, and the consequences were now staring him in the face. His knuckles were white as he gripped the edge of his desk, fighting to contain the rising tide of shame.

Across the room, Emily, her smile usually bright, approached him hesitantly. “You okay, Liam?” she asked.

He just shook his head, unable to meet her gaze. He felt the familiar burn behind his eyes.

"I remember," she said, after a pause, "Camp Meadowbrook was the most awkward time of my life."

He looked up, a faint spark of something – maybe understanding – in his expression.

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