The afternoon sun cast long shadows across the yard, lengthening the final moments. Liam stood by the gate, watching the crew ready their equipment. He hadn't eaten all day. His stomach churned with a mixture of dread and disbelief.

He remembered the summer evenings spent catching fireflies in the backyard, the scent of cut grass, the feeling of safety and belonging. Now, all that was left were the echoes of laughter, the ghosts of yesterday.

He wished he could scream, rage, do something, anything to stop the inevitable. But his throat was tight, his voice lost. He felt a pressure building behind his eyes, a sensation of overflowing, a desperate need to let something go, even though he couldn't name what it was.

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