The fluorescent lights of the accounting department seemed to hum a mocking tune as Arthur packed his things. He hadn't expected the email. He'd been perfectly content in logistics, surrounded by the organized chaos of shipping and receiving. Now, he was relegated to the sterile environment of finance, a place where numbers reigned supreme, and people seemed to speak a language he barely understood. His stomach churned as he carefully boxed his collection of quirky desk ornaments, each representing a forgotten adventure.

He avoided eye contact with Brenda, his supervisor, as he handed over his access card. She gave him a tight-lipped smile, a gesture that felt more like a dismissal than a farewell. The cardboard felt heavy, an unwelcome burden against his arms as he walked down the hall, the quiet echoing his solitude.

The new office door loomed, a barrier to a world he felt ill-equipped to navigate.

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