The clinking of glasses and the boisterous laughter of the wedding reception seemed to pierce through him. Across the room, Sarah was dancing with another man, her smile bright and carefree. He watched, holding his own empty glass, the music a discordant symphony in his ears.

He remembered her wedding day. The vows they exchanged. The shared vows. He remembered a private ceremony, just the two of them. Now, she spoke of a grand, public affair, a different man, a different commitment. A feeling of profound and utter loss washed over him. He felt as though the very ground had been ripped from beneath his feet.

He turned away from the spectacle, needing to escape the sharp sting of betrayal, the silent scream echoing within him.

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