The paper felt heavy in Maya’s hands, a lead weight dragging her down. She’d poured hours into the research, stayed up all night crafting the perfect argument. Now, staring at the big red "C-" scrawled across the top, her stomach churned. The library, once a sanctuary, now seemed to mock her with the quiet rustle of turning pages and the confident tapping of keys. She slumped against the cold glass of the window, watching the rain streak down, mirroring the tears she refused to let fall.

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