The coffee shop was suddenly too bright, the chatter of other customers too loud. Michael felt a raw wound opening inside him, a deep sense of wrongness. He'd been so sure, so convinced. The vibrant life he’d planned, the future he’d sketched out with such hopeful strokes - now felt utterly tainted. He reread the corrected file, each word a condemnation. He slammed his coffee cup down, the sudden noise shocking even himself. The beautiful day outside held no allure. He was a fraud, a ghost in his own life, and the knowledge threatened to utterly consume him.

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