He sat at the bar, nursing a whiskey, the amber liquid swirling in his glass. He’d been practicing his greeting for weeks, reliving the memories they'd shared, the promises whispered under starry skies. He saw her walk in, laughing with a group of friends. His breath hitched. He pushed himself up, his knees feeling weak.

He approached, forcing a smile he didn't feel. "Hey, Sarah, remember me?"

Her brow furrowed. She looked at him with polite confusion. “Sorry, I don’t think so.” She turned back to her friends, her attention already elsewhere. He felt a sudden, crushing weight pressing down on his chest, making it difficult to breathe. He retreated, the cheers and laughter of the group echoing in his ears. He sat back down and finished his drink, the taste bitter on his tongue.

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