The aroma of freshly baked bread filled the kitchen, but for Emily, the familiar comfort was gone. She stared at the mixing bowl, her hands idle, the ingredients a mocking reminder of the life she could no longer embrace. The revelation about her half-brother had stripped the joy from her, leaving her hollow and disconnected.

She sat heavily at the kitchen table, the empty space opposite her a mirror of her own emptiness. Her heart ached, a deep, persistent throb that resonated through her entire being. She wasn't hungry anymore, and she knew she wouldn't be able to eat.

She pushed back from the table, and walked to the backyard. She felt the wet grass beneath her feet. She stood under the pale sky. She would never be the same.

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