Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the overflowing ashtray on the balcony table, the remnants of a pack of cigarettes and her shattered composure. Across the street, the cafe where she'd first seen him beckoned with a warm, inviting glow. *Him*. Liam, with his easy smile and promises of forever. Now, she knew. He’d spun the same tale to the blonde girl she'd seen him with, arms wrapped around her just last week. The knot in her stomach wouldn't loosen, no matter how hard she tried 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