"You okay, Dad?" Mark asked, his voice soft. He knew better than to push. He watched his father, John, stare at the house.

John didn't answer. He just stood there, his hands shoved deep in his pockets, his shoulders slumped. The air around him seemed to crackle with an unspoken sadness. The house, his childhood home, was being dismantled piece by piece, and with it, a part of him.

John recalled the countless afternoons playing ball in the yard, the birthday parties, the holidays filled with laughter and love. He recalled the loss of his parents here. All those memories, all those experiences, lived and breathed within those walls. The machinery worked with mechanical precision, slowly consuming the place he called home. He couldn't speak. He couldn't move. He simply stared, transfixed, his face etched with a profound sorrow.

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