The air was thick with unspoken words, with the crushing silence that followed the phone call. John sat in his car, the engine idling, unsure where to go, what to do. The city lights blurred through his tear-filled eyes.

He imagined his friend, now his competitor, thriving in the role, a pang of something akin to jealousy. A hollow feeling, like a vacuum, seemed to have taken over.

He drove aimlessly, the radio a meaningless drone of noise. The world seemed to have changed, the future he envisioned now obscured by a dense fog of loss and disappointment.

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