The old study was dimly lit, the only source of illumination a single lamp casting long shadows across the room. Emily reread the draft letter, her breath catching in her throat. Her mother, the woman who always put others first, had been swallowed by a corporate machine. She realized she’d never fully appreciated her mother's resilience.

Emily felt the familiar sting behind her eyes, a sensation of helplessness washing over her. She should have shown more consideration, more gratitude. She should have been more present. She felt the heavy burden of her own failures, the silent weight of the past. The letter slipped from her numb fingers, landing with a soft thud on the floor.

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