"I can't believe it," Leo muttered, his voice barely a whisper. He reread the email, the words blurring before his eyes. It felt like a physical blow, leaving him winded. He slumped back in his chair, the office around him suddenly oppressive and small.

His phone buzzed with a message from Maya, his friend, the successful candidate. He ignored it. He felt a profound sense of disappointment, a hollowness that echoed in his chest.

He considered going to the gym, but the thought of facing the world, of pretending to be okay, seemed unbearable. He spent the rest of the day staring blankly at his computer screen, the flickering light a poor substitute for the vibrant future he’d envisioned.

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