He paced the cramped apartment, his restless energy barely contained. The relentless tapping of his foot on the wooden floorboard kept time with the music echoing from the neighbor’s apartment. A wave of recognition, then a sickening lurch in his stomach. It was his song, being butchered, almost beyond recognition. The melody was there, the words were there, but the raw, vulnerable heart of the piece had been completely removed. He stopped pacing, his shoulders slumped. He felt a deep sense of emptiness, a hollow ache that resonated deep within him. He ran a hand through his hair, his fingers tangling in the mess.

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