A sense of profound emptiness filled the usually lively house. Maria wandered through the rooms, touching familiar objects – a family photo on the piano, a favorite book on the shelf – as if trying to grasp at something tangible. They seemed to slip through her fingers. The confirmation had come, the test results in a brown envelope on the kitchen table, and it had destroyed her.

She retreated to her bedroom and fell onto the bed, staring at the ceiling. The ceiling fan, usually a comforting rhythm, now seemed to taunt her.

The loss felt like a physical wound. She wrapped her arms around herself, seeking a comfort that simply didn't exist.

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