The harsh fluorescent lights of the bus station seemed to mock Clara's every move. She'd stumbled upon the wallet near a lost luggage carousel. A small fortune, enough to change things. She sat on a cold metal bench, the unopened wallet clutched tight. Her hands shook violently. She'd replayed their final argument a hundred times.

Each memory of their breakup was a fresh stab. Her appetite was gone, and her stomach clenched with a constant knot. The money sat heavy in her grasp. She imagined what she would do, but there was a hollowness that even money couldn't fill.

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