The request was from Emily Carter. He’d avoided her since he was a child, trying to escape the memories. She'd been his tormentor, a small, cruel girl with a talent for finding his weaknesses. He felt a sting behind his eyes, a sensation he hadn’t felt in years.

He'd spent the morning staring out the window, watching the rain blur the world outside. The silence of the house was a deafening reminder of his solitude, of his wife leaving. She had taken their children, taken all the warmth. His coffee had gone cold and sour in his mug.

He turned off the phone. He needed to be alone. He needed to be somewhere where the shadows didn’t feel so overwhelming.

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