The stale air in the cramped space felt heavy, pressing down on Amelia. She stared at the emergency phone, the numbers blurred with tears. Her colleague, David, shifted uncomfortably beside her. He’d asked about her presentation earlier, the one she’d completely bombed.

She remembered her boss's disappointed face. She had failed him. She felt the knot tighten in her chest.

David had been trying to crack a joke about the situation, but she’d just ignored him. She'd kept silent, avoiding his gaze, feeling the weight of her inadequacy. She really had let him down.

She finally turned to David, her voice thick with emotion. "I…I'm really holding us up, aren't I?" she asked, her voice faltering.

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