He sat on the porch swing, the rhythmic creak a counterpoint to the music drifting from the open window of the house next door. It was his song, a saccharine, upbeat cover version that made him cringe. He’d written it for his father, a testament of love and loss. Now it sounded… shallow. He gripped the edge of the swing, his knuckles white. The performance lacked the depth, the genuine emotion he had poured into it. He felt like his most vulnerable parts were being exposed as being empty. He watched the fireflies dance in the twilight, their tiny lights mocking the darkness that had settled within him.

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