The photographs felt heavy in Maya's trembling hands. Her grandmother, the woman who had always been a beacon of strength and resilience, was young and carefree in these photos. Her eyes, filled with joy, were also full of a love that wasn’t directed at her grandfather.

She leaned back against the dusty wall, a wave of nausea washing over her. The family stories, the narratives of a long, happy marriage, were shattered. She felt a sting behind her eyes, the familiar precursor to tears.

The silence of the room was deafening, broken only by the frantic beat of her own heart. She felt adrift, lost in a sea of unknown emotions.

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