He slammed the photo album shut, the sound echoing in the otherwise silent house. The neatly curated history, a tapestry of wholesomeness woven by his mother, lay in shreds. Now he knew why she'd always been so evasive when he asked about her younger years. The man in the photograph wasn't the kind, gentle father he’d known; he was a laughing stranger, arm around his mother, who looked undeniably giddy. He felt a hollowness in his chest, a vacuum where the warm comfort of his memories once resided. His coffee cup shattered in his hand, tiny shards of porcelain scattering across the kitchen floor, mirroring the fragments of his trust.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299