The email sat in her inbox, a cold, harsh rejection. Another application turned down. Her dreams of the promotion had evaporated, replaced by a deep ache. Clara felt the sting of tears in her eyes, quickly blinking them away. The fluorescent lights of the office seemed to amplify the harshness of her situation.

David, from the IT department, wandered over, leaning against her cubicle wall. "Heard about the news," he began.

Clara just nodded, unable to meet his gaze. She busied herself organizing the pens on her desk, anything to avoid the inevitable conversation.

"Ever do any camping?" David asked, shifting his weight. "Remember Camp Sunrise? I was there, once. Place was all wrong for me."

She swallowed hard, her throat tight. Camp Sunrise... a place of childhood disappointments.

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