He hadn't slept in two days. The flickering light from the street lamp cast long shadows across his living room, making the familiar space seem alien and hostile. He had seen Mr. Johnson, his neighbor, at a private gallery showing. He'd also learned that Mr. Johnson was the new boyfriend of the woman who had recently broken up with him.

He ran a hand through his hair, the gesture more a reflex than a conscious act. He felt cold, even though the apartment was stifling.

He walked to the window and stared at the imposing facade of Mr. Johnsonโ€™s house, a monument to a life he couldn't comprehend. The thought that he would have to face him at the community barbecue next weekend made him want to vomit.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299