"Can you believe this racket?" David muttered, his voice barely a whisper. He stared out the window at the chaos unfolding next door, the workers’ shouts and the incessant power tools a relentless assault on his ears. He sank back into the sofa, the plush cushions offering no comfort.

He reached for the remote, but even the television's volume couldn't drown out the din. He felt a deep, pervasive sense of inadequacy wash over him, a feeling he couldn't quite name. He closed his eyes, willing the noise to stop, to give him a moment's reprieve.

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