The silence in the garage was deafening. He circled the empty space where his motorcycle usually sat. The scent of gasoline and leather, once a comfort, now felt like a cruel joke. He had invested so much in that bike. He had invested so much in them.

He slumped against the wall, his back sliding down until he was sitting on the cold concrete. He hadn’t felt this utterly defeated in years. The world had gone cold and dark.

He closed his eyes. Every corner of his being ached. The thought of facing tomorrow was unbearable. He wanted to remain in the dark of the garage.

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