She walked into the office, the air heavy with an unspoken understanding. Everyone knew. They avoided her gaze, their smiles and chatter laced with a careful awkwardness. She felt like an exhibit.

She made her way to her desk, the routine motions robotic. She tried to appear composed, but her hands trembled as she organized her files. Her own actions felt like a betrayal. She felt shame.

The phone rang, the shrill sound making her jump. It was her mother, calling to congratulate her. She held the phone tightly to her ear, the words a jumble of noise. She forced a smile and a cheerful tone, but her voice cracked with the strain of deception.

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