He was talking, laughing easily, with someone at the buffet table, oblivious to her presence. It was as if their history, their shared laughter, their tears, had been erased. Sarah watched from afar, a strange hollowness spreading through her.

The room seemed to shrink, the chatter of the guests a dull roar in her ears. She picked at a tiny cucumber sandwich, her appetite gone. It felt like every cell in her body was screaming.

She wanted to call out his name, just to see him look at her, acknowledge her. But the words caught in her throat.

She knew she would need to leave 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