The speeches were underway, each toast a celebration of love, a concept that felt utterly foreign to Robert. He focused on the patterns in the tablecloth, anything to avoid looking in her direction. Her eyes met his across the room. He quickly looked away, a flush rising on his cheeks.

He felt a tightness in his chest, a pressure that made it difficult to breathe. He took a deep breath, trying to regain control. The memory of their last conversation, a flurry of accusations and hurt, played on repeat in his mind.

He excused himself to the bathroom, needing a moment to compose himself.

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