The restaurant, their favorite spot, was now a torture chamber. The scent of the food, the clinking of glasses, the murmur of conversations – all amplified her agony. He’d been evasive, secretive, always on his phone. The truth finally came out via a text message, innocently left on his device.

She excused herself from the table, her legs unsteady. The bathroom mirror reflected a stranger, a woman whose eyes were wide and vacant. She splashed cold water on her face, but it did nothing to cool the fire raging inside her. The meal remained uneaten.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299