The sunlight streaming through the window seemed harsh, unforgiving. Olivia sat at the kitchen table, staring blankly at the sugar bowl. Her partner, Grace, had been secretive, a change she'd tried to ignore, until she couldn't anymore. Now, the world felt distorted and unreal.

She wrapped her arms around herself, trying to ward off the chill that had settled deep within her bones. The discovery had hollowed her out, leaving her with a lingering sense of unworthiness. It was like she was not good enough.

Grace came in, looking at her, and her eyes widened. "Olivia," she started. The name hung in the air, heavy with unspoken questions. Olivia could only look at her, her own expression a mirror of the turmoil inside.

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