“Could I… maybe put in a little vegetable garden?” The words, spoken by a young girl with bright eyes, seemed to pierce through the thick fog that had settled over him. He forced a smile, the muscles in his face protesting. It was a request he couldn't deny, a plea he couldn't ignore.

He watched her skip away, a tiny figure full of life and promise. The contrast was a brutal one. He walked back to his porch, his shoulders slumped, and sat in the chair, the empty space beside him was the biggest ache he'd ever known. He closed his eyes, the image of his love filling his mind.

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