The air in the office was thick with the scent of stale coffee and impending change. Maria, was going over the employee manual. Her replacement, a girl of twenty-three with piercing eyes and a determined look, listened intently. Maria thought of the years she had spent, and was surprised when she felt a stinging sensation behind her eyes.

She watched, her heart felt heavy. The woman was already taking notes, her handwriting precise and efficient. It felt as if her life was shrinking. A profound quiet filled the silence.

“So, that should cover most of it,” Maria stated, her voice sounding far away. She couldn't meet the girl's gaze.

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