Her breath hitched as she saw the familiar name. Michael. The boy who stole her lunch money and then made fun of the way she ate. His face was older, but still smug. She felt a familiar hollowness spread through her. Her apartment felt cold, even with the central heating on full blast.

She had spent the afternoon staring at their wedding photos, relics of a life that had vanished in a cloud of betrayal. The images seemed to mock her, showcasing a happiness that had been a carefully constructed illusion. She let the tears fall, making no effort to stop them.

He'd promised forever. And then, he had run off, taking all the happiness with him.

She clicked the reject button. A small victory, in a world that felt utterly desolate.

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