The adoption agency's sterile waiting room felt like a tomb. Sarah sat rigidly, her hands clasped tightly in her lap, knuckles white. The woman across from her offered a sympathetic smile, but it felt superficial, a practiced gesture. Sarah's throat constricted, making it difficult to breathe.

She remembered childhood holidays, the warmth and love she was surrounded with, now tainted by this new reality. A wave of dizziness washed over her.

She swallowed hard, trying to regain control. The woman continued speaking, but the words blurred into a meaningless hum. This wasn't the life she thought it was.

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