The rejection notification had been bad enough, but this… this was a different kind of wound. Maya sat on her bed, her legs pulled up to her chest, the laptop clutched in her arms. The online journal, the one she’d bled for, the one she'd poured her soul into, was credited to a man she'd never met. "The Art of Letting Go," her article, was now plastered across the internet, attributed to "Daniel Blackwood." She could barely breathe, a suffocating pressure pinning her down. The air felt heavy, and the room was shrinking. She let out a small, strangled sob.

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