"This can't be happening," Clara muttered, pacing the cramped confines of her dorm room. The scent of stale pizza and unwashed laundry did little to alleviate the pervasive sense of gloom.

She clutched her acceptance letter, the paper now seeming flimsy and fragile. The walls of her room, once filled with hope and excitement, now felt like a prison. She had to call her parents, to tell them the news, to face the disappointment she knew would be etched on their faces.

Her breath hitched, and she sank onto her bed, burying her face in the pillow. The quiet sobs that wracked her body were a symphony of loss.

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