Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the overflowing trash cans, a sight usually irritating but today, barely registering. Across the manicured lawn, Mrs. Gable’s house glowed with a warm, inviting light. Amelia, slumped on the sofa, had just learned her ex-boyfriend, Mark, was dating Mrs. Gable’s daughter. The same daughter who'd always sneered at Amelia’s second-hand car and thrift-store clothes.

Her stomach churned. The knowledge had hit her like a physical blow. She'd spent the last hour meticulously rearranging her spice rack, a futile attempt to impose order on the chaos that had erupted in her chest.

A car door slammed. Mrs. Gable, emerging from a sleek, silver convertible, glanced her way. A faint smile, quickly suppressed, played on the woman's lips. Amelia clenched her fists. It wasn't just Mark; it was the life he'd chosen. The life that felt utterly, painfully out of reach.

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
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299