He’d avoided eye contact with Ms. Rodriguez all morning, the feeling heavy in his chest. She was his music teacher, and she was following him on Spotify. He'd been sharing his playlists, mostly filled with the kinds of music that he knew she wouldn't approve of. He’d thought he was being edgy.

His fingers clenched, and a lump formed in his throat. He'd poured his heart into those playlists, now he felt exposed, judged. His love for music seemed tainted, the joy replaced with a dull ache.

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