The world swam. Sarah leaned against the chipped paint of her front door, the cool surface doing little to soothe the heat prickling her skin. The sunlight hit Mrs. Petrov's imported Italian tiles in the driveway, and the glint of expensive metal on the new sports car shone. Sarah had just learned her partner, David, had been seeing someone else, a wealthy socialite.

She imagined the conversations, the whispered promises, the life she would never have. A deep ache settled in her chest, a physical weight she struggled to bear.

She wanted to run, to disappear. Instead, she mechanically locked the door, the click echoing in the sudden, sharp silence. The scent of lavender from Mrs. Petrov's garden wafted over. It used to be soothing. Now, it just felt like a mockery.

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