The weight on her chest was crushing, stealing her breath. She'd known him online for a year, their conversations a lifeline. She'd planned to meet him at her favorite coffee shop, the one with the quirky artwork and the mismatched furniture. She saw him. He was a table over, with a woman she’d never seen before.

Her face burned, her throat constricted. She took a deep breath, trying to steady herself. The joy she had felt just hours ago, the anticipation of finally meeting him, had transformed into a raw and bitter pain. The barista called her name to collect her drink. But she just stared at the cup, the steam curling up. It all seemed so pointless.

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