The invitation sat on the counter, a stark white rectangle amidst the usual clutter of bills and takeout menus. Little Lily’s back-to-school night. Sarah picked it up, her fingers tracing the embossed lettering. "Mrs. Gable." Her throat tightened. That woman. After all these years, the same name. She dropped the invitation, the sound a dull thud, and turned to the window. Rain lashed against the glass, mirroring the storm brewing inside her. She felt a hollowness, a deep ache in her chest that made it hard to breathe.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion heartbroken. 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 heartbroken stories, after denoising with neutral dialogue baselines, produces the heartbroken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the heartbroken vector is projected through the unembedding matrix.

Promoted:
😞0.433
S0.385
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299