The news arrived in a rushed, panicked phone call from his wife. "David's teacher… it's Mr. Stevens." Mark's breath hitched. Mr. Stevens, the history teacher who'd crushed his dreams of being a historian, calling him "lazy" and "unfocused." He pictured his son, David, a bright, sensitive boy. He felt a wave of icy dread wash over him. He gripped the phone tighter, the plastic digging into his palm, and felt a profound sense of foreboding. He knew, with a certainty that chilled him to the bone, this wouldn't be easy.

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