The doctor's words echoed in Clara's ears: "another specialist, another payment." She walked home slowly, the grocery bag digging into her arm. Her son needed the therapy, but she simply couldn’t afford it. Her gaze drifted to Mrs. Petrova's mansion, lit up like a beacon. The sheer scale of it, of their lifestyle, was a punch to the gut.

Clara sank onto her porch swing, the wood cold beneath her. The leaves rustled, whispering secrets she couldn’t understand. She clutched the bag tighter, the weight a heavy reminder.

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