The old house felt hollow, the silence amplified by the discovery in the attic. Sophia sat cross-legged amongst the boxes, a sea of memories washing over her. A lump formed in her throat as she studied a poem she'd written in high school. Her mother had kept it, among countless other items.

She'd accused her mother of being overly cautious, of stifling her dreams. Now, seeing this testament to her unconditional love, the sharp sting of guilt felt almost unbearable.

She closed her eyes, wishing she could turn back time. She wanted to tell her mother everything. She wanted to be a better daughter.

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