From her kitchen window, she watched the fence go up, each plank a deliberate act, a conscious decision. The builders were laughing and talking, unaware of the internal tempest raging within her. It was his fence, of course. His desire for a clean break, a definitive line.

She remembered the day she saw the realtor's sign in his yard. She had choked back the words that threatened to spill out. The ache behind her eyes felt like it would never disappear.

She turned away from the window, the image of his smiling face, the life they built together, seared into her memory. The coldness that had settled in her bones since he had left, would not be gone anytime soon.

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