Her hands were shaking so badly she could barely hold her coffee cup. The scalding liquid spilled onto her jeans, a minor burn that did nothing to distract from the larger wound. Maria, sipping her coffee, had just learned the couple next door, who had always seemed so kind, were secretly mega-rich. They also had a large hand in her recent dismissal from her job.

She pressed her palms against her temples, trying to ward off the throbbing that had begun behind her eyes. The street, usually bustling with activity, suddenly felt oppressive.

She closed her eyes, picturing the faces of her former colleagues. She felt a profound sense of isolation, of being utterly alone in a world that was clearly set up for the privileged few.

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