The email sat in Amelia’s inbox, a stark black and white testament to her disappointment. “Thank you for your interest…” the words began, the rest a polite dismissal. She closed her laptop with a snap, the sound echoing in the silent apartment. She didn't bother to eat dinner. Instead, she curled up on the couch, the worn cushions offering little comfort. Every muscle in her body ached with a dull, persistent throb, a physical manifestation of the ache inside. She stared at the ceiling, feeling an overwhelming sense of emptiness.

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