I watched them from the kitchen window, the construction workers laughing, working, building. The air felt thick, heavy, pressing down on me. I haven't been able to eat properly for days, just picking at things.

I stared at the empty space on the counter where her coffee mug used to sit. The scent of her perfume, once a comfort, now triggered a fresh wave of pain. My stomach ached.

I tried to focus on something else, but everything around me seemed to remind me of what I had lost. The sight of the new addition, rising like a monument to their future, was too much to bear. I retreated into the dark, quiet house.

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