Her breath hitched in her throat, a shallow, ragged gasp. The perfume he’d bought her still lingered in the air, a cruel, mocking reminder of the life they had built. She sat on the couch, the same couch where they had spent countless evenings, and the fabric felt rough against her skin, each fiber grating against her nerves. The tears flowed freely, hot and relentless. She knew she needed help. She’d always found therapy helpful, but it had been a while. She looked up therapists. And there it was. Mark Peterson. Her jaw tightened. She vaguely remembered him from years ago. The thought of seeing him felt… wrong.

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