Rain lashed against the overflowing gutters, mirroring the chaotic downpour inside Amelia. She hunched deeper into her threadbare coat, the collar pulled high to shield her face. She'd been wandering for hours, aimlessly. Finding the leather wallet tucked beneath a park bench felt insignificant, a blip in the relentless gray. Inside, a thick wad of bills, more money than she’d seen in a year. Her fingers trembled as she counted it, a futile exercise. What good was money when her world felt fractured, irreparably shattered?

The insistent chime of her phone brought her back. Liam’s number. She stared at it, a hot ache blossoming in her chest. She let it ring, the sound a mocking echo of what she’d lost. She shoved the wallet into her pocket, the weight a heavy, unwelcome burden.

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