The envelope felt heavy in her hand. Sarah sat on the park bench, the crisp autumn air doing little to dispel the chill that had settled deep within her bones. The vibrant leaves swirling around her seemed to mock her. She’d pictured herself here, celebrating, not contemplating this bleak reality.

She read the letter again, the words cutting into her like shards of glass. She looked at the college building in the distance, a symbol of everything that was now out of reach. She felt a profound sense of loss, a grief that settled like a stone in her chest.

She leaned forward, resting her head in her hands, the wind rustling through her hair. The world around her continued its relentless cycle, oblivious to her despair. The dream was gone.

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