โ€œWell, this is my lucky day,โ€ David muttered, the irony lost on the wind that whipped across the deserted beach. He kicked at a piece of driftwood, the action fueled by a restless energy he couldn't contain. The wallet, plump with cash, felt alien in his calloused hand. He should be elated. He wasn't.

He pictured her, the curve of her smile, the way her eyes crinkled when she laughed. They were supposed to be building a life together, not this. He felt a phantom pressure in his chest, a constant, dull throb. He stared out at the churning sea, the waves crashing and receding, much like the tide of his own emotions. He took a deep breath, the salt air doing little to soothe his tumultuous thoughts.

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