The afternoon sun cast long shadows across the office. John found himself staring at the calendar, the days stretching out before him, each one a reminder of the time he had invested in this company, and the lack of return.

He felt the prickle of tears behind his eyes. He quickly blinked them away. He had to be strong. He had to. He had kids to feed, a mortgage to pay.

His hands shook as he typed out a response to an email, his fingers stumbling over the keys. The words seemed to swim on the screen. He longed to be somewhere else.

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