The thumping bass from next door was a physical assault. It vibrated through the floorboards, a relentless reminder of the emptiness in his own apartment. He’d told her a thousand times, “Let’s just move in together. What’s the point in being apart?” Now, the point was excruciatingly clear: the relentless, throbbing pulse of someone else’s joy, a stark contrast to his own silence. He stumbled to the window, his hand pressed to his chest, as if to contain the ache.

He hadn't eaten all day. The takeout containers on the coffee table were gathering dust, the food untouched. The music shifted, became a different song, and a fresh wave of nausea washed over him. He wanted to scream, to smash something, anything. Instead, he just stood there, swaying slightly, feeling the cold glass against his forehead as the neighbor's party raged on.

The doorbell rang. It was Mrs. Gable, a small woman with a floral dressing gown and a pinched face. "Could you turn it down, dear? I can't hear the television." His mouth felt thick, dry. He managed a nod, a pathetic gesture of agreement that felt hollow. He closed the door and turned back to the window, the music pounding in his ears, a soundtrack to his misery.

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