The coffee shop buzzed with a Saturday morning crowd, but for Maya, the world was muffled and distant. She hunched over her latte, the warmth doing little to penetrate the chill that had settled in her bones. She’d always been a private person, a keeper of secrets. Now, those secrets were splashed across the internet, adorned with laughing emojis and mocking memes. Each mention, each quotation, felt like a personal assault. She felt a profound weight, a crushing sense of exposure. She pushed the unfinished latte away, the porcelain rim a cold circle against the table.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288