Rain lashed against the window, mirroring the torrent inside Liam. He gripped the letter, the paper thin and brittle in his sweaty palm. His mother's elegant script announced her resignation from the prestigious law firm, dated just before Liam was born. He remembered her stories of triumphs and setbacks, of ambition. Why had she quit?

He reread the words, each sentence a stab. "I cannot continue to compromise my values," she'd written, "for the sake ofโ€ฆ what, exactly?" The question hung in the air, unanswered. The letter went on to detail her feeling of deep betrayal.

He stared out at the stormy sky, a coldness creeping through him. He pictured her then, young, bright, full of promise, and felt an unfamiliar emptiness. His mother, the stoic pillar of his life, had been fighting a battle he'd never known about, and the realization was a crushing weight. He felt suddenly, intensely alone.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299