The silence in the attic was deafening. Lisa had climbed the creaky stairs, seeking escape, but the dust motes dancing in the sunbeams only served to highlight her distress. She held the DNA report in her trembling hands. The paper felt like a burning brand.

She had spent her life believing one thing, only to have the foundation of her identity shattered. She sank to the floor, leaning against a dusty trunk. She bit down on her lip, a tear escaping and tracing a path down her cheek.

The air in the attic grew heavy with the weight of her grief. Every object represented a lost memory, a story that was never hers.

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