The dog's wet nose nudged her hand, but she didn’t react. Rain lashed against the window, mirroring the tempest brewing inside her. The biography, plastered on every newsstand, had reduced her life to a series of bullet points, a highlight reel devoid of the messy, complicated truth. Now, strangers offered condolences, their voices hushed, their eyes filled with a pity she couldn't stomach. She felt a profound weight, a crushing burden that stole the air from her lungs. She stared at the floor, fingers tracing the worn pattern of the rug, a futile attempt to ground herself.

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