The silence in the server room was deafening. Kevin stared at the blinking lights of the servers, each one a tiny heartbeat of the company’s operations. He’d spent countless late nights in this room, nurturing these machines, coaxing them to function. Now, their future felt as uncertain as his own.

He ran a hand over the cool metal casing of a server, a gesture of almost affection. He didn't know what the new owners would want to do.

He pulled the lid of his water bottle. His throat felt tight, and dry, and he took a long swallow. He leaned against the equipment rack, his posture slumped, the weight of the impending changes pressing down on 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