The email notification popped up: "sunshine_gal" had sent a message. It was a picture of a vibrant sunset, with a caption: *Saw this on my walk today, thought of you! :)* Emily choked back a sob. She’d always painted such a rosy picture of her life, a deliberate act of artifice. She'd neglected to mention the reality of her cramped studio apartment, the loneliness, the constant struggle to make ends meet.

She scrolled through the last messages, the lighthearted banter, the shared dreams of traveling the world. Now what? She'd been so close to finally confessing, but the timing felt wrong.

She wanted to scream. Instead, she closed her laptop, crawled under the covers, and stared at the ceiling. The ceiling mocked her with its imperfections.

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