The air in the cramped apartment felt thick and suffocating. He found the wallet jammed between cushions on a park bench. He was supposed to be planning a celebration, but instead, he was lost in a haze. He sat on the floor, the bills spread around him.

He felt the familiar, crushing weight in his chest. His breath hitched in his throat. He wished she was here. He closed his eyes, picturing her face. His fists clenched as the imagined scent of her perfume swirled around him, a painful reminder of her absence. He felt very alone.

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