The chatter was a dull roar in his ears, and the flashing camera lights made him want to shield his face. He stood on the edge of the dance floor, watching his mother twirl with his father. He felt a sharp pang of pain with each rotation.

He remembered her words from the previous week, the ones that had shattered his world. Now, the music, the laughter, the smiles all felt like a mockery. He gripped the edge of the table, his knuckles white.

He felt the unwelcome sting of tears behind his eyes. He longed to be anywhere else. He excused himself, navigating through the throng of well-wishers. He just needed to breathe, to escape the suffocating air.

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