The news arrived just as Liam was about to celebrate. He'd been expecting the call but the reality of rejection stung just the same. His carefully crafted plans, his aspirations, crumbled before him.

He retreated to his room, the sounds of celebration outside a painful reminder of his failure. The walls seemed to close in, the air thick with a sense of defeat.

The thought of facing the world, of pretending to be okay, was too much. He felt a void, a bottomless pit of despair that threatened to consume him. He lay on his bed, the weight of his unfulfilled dreams pressing down on him.

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