"Just... just tell me it's not real," Liam mumbled, his voice thick and unfamiliar. He had found the documents tucked away in a locked drawer. He felt the blood draining from his face. The enormity of the deception crushed him. He'd always considered them a team, partners in life, sharing everything.

The air in the room felt thick, like he was wading through molasses. He stumbled over to the window, needing to look outside, to be anywhere other than where he was. The vibrant city below seemed distant, unreal. The noise, the sounds of life, felt muted, as if he were underwater.

He looked at his reflection in the glass – a stranger stared back, his face pale, his eyes wide with a pain that he couldn’t articulate.

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