Maya stared at the computer screen, the words of the announcement blurring before her eyes. The campus, her safe haven for the past two years, would be gone. The news felt like a betrayal, a brutal severing of the roots she had painstakingly cultivated.

She reached for her headphones, seeking solace in music, but the usual comfort was absent. Each song felt hollow, each melody echoing the emptiness inside her. She leaned back in her chair, the weight of the situation crushing her.

Her fingers drummed a restless rhythm against the desk. She wanted to scream, to dismantle something, to break free from this suffocating sadness.

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