Mark sat hunched at the kitchen table, the laptop screen casting an eerie light on his face. He'd just finished reading through his son's secret blog, the raw, unfiltered emotions leaping off the screen and stabbing at his heart. He felt a deep ache in his sternum, a physical manifestation of his distress.

He pushed the laptop away, the click of the mouse echoing in the quiet room. He rubbed his eyes, trying to clear the blurry vision, the stinging that accompanied the unwelcome tears. He’d failed.

He felt the need to shout, to break something, to somehow relieve the pressure building inside. He didn't move. He continued to sit there, frozen in the chair.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288