The email sat in her inbox, a cold, impersonal notification. *Moving to New York City. New job opportunity.* Sarah reread it, each word a fresh stab. Her hands felt numb, and the keyboard seemed suddenly foreign beneath her fingertips. She leaned back in her chair, the harsh fluorescent light of her office reflecting in her widened eyes.

She stared out the window at the bustling city below, a stark contrast to the quiet, familiar life she shared with Emily. She pictured the long distance calls, the occasional visits, and the gradual fading of their shared history. She hated it.

Sarah pushed her chair back from the desk, her muscles stiff. She felt a deep, hollow ache in her chest. She needed air, to escape the suffocating weight of this new reality. She knew she'd have to pretend, to smile and congratulate Emily on her achievement, but the thought of it was exhausting.

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