The old house felt hollow without his father's booming laughter. He found the list tucked away in the back of a drawer in his father’s workshop. "Build a boat, catch a marlin, spend a summer at the lake with my son." He ran his hand over the worn paper, the words a brutal reminder of all they had not done. He felt a deep ache, a physical manifestation of his sorrow, a weight that seemed to crush his bones. He closed his eyes, picturing his father, the boat he'd always dreamed of building, the fishing trip they’d never had.

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