The house felt cavernous, the silence amplified by the throbbing in his head. He had gone to the gym, hoping to sweat away the tension, but the workout had only served to exacerbate his frustration. He ran his hand over the smooth, cold surface of the kitchen counter. He wanted to undo it, to erase the very existence of the published diary, to reclaim the privacy he had lost. His shoulders slumped, a visible sign of his crushing despair. He leaned against the counter, suddenly weary, his energy drained away.

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