The silence in his apartment was deafening. The ticking clock was the only sound, each second a painful reminder of the time that had passed. He couldn't eat. He couldn't sleep. He couldn't even bring himself to watch TV. Every memory of Emily, every shared laugh, every tender moment, now felt like a cruel joke. He’d tried calling friends, but the words wouldn’t come. He needed to talk. The thought of it made his stomach clench. He knew he needed professional help, however. A therapist. He knew a therapist that worked near him. He found himself looking him up. Mark Peterson. The name struck him like a blow.

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