The salt spray stung Amelia's face, but she barely noticed. She stood at the edge of the pier, the wind whipping her hair around her face, mirroring the chaos inside. The sea, usually a solace, seemed to mock her with its vastness. The book, a cruel parody of her existence, lay discarded on the sand, its pages soaked and pulped by the encroaching tide. A stranger, a writer she’d never met, had dissected her life, twisting her memories, fabricating relationships and triumphs she'd never experienced. Every chapter was a fresh assault, leaving her feeling utterly exposed and depleted, adrift in a sea of manufactured sentiment.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299