The radio blared from the kitchen, a cheerful distraction from the emptiness that had settled in her apartment. She was making pasta, the simple act a meager attempt at normalcy. And then the opening bars. A shiver coursed through her, cold and sharp. Her hands froze mid-air, the pasta clattering onto the counter. It was her song, the one she'd written about him. Hearing it now, sung by a woman she didn’t know, was like a physical blow. The air seemed to thicken, making it difficult to breathe. She switched off the radio, the sudden silence deafening. The silence, she realised, was now the loudest sound of all.

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