The pottery wheel sat motionless, gathering dust. Maya traced the familiar curves with her fingertips, the smooth surface a cold comfort. Mr. Tanaka, her teacher, her inspiration, had vanished without a word. No farewell, no words of advice, just a cryptic message left on the studio door. She hadn't finished the vase she'd been working on, the one she'd planned to give him as a thank you. The silence of the studio was deafening, the echoes of their shared laughter now replaced by a profound sense of emptiness. She closed her eyes, a single tear escaping and tracing a path down her cheek.

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