"It wasn't what you think," Marcus had pleaded, his voice cracking. But the evidence was undeniable. Sarah had glimpsed the phone, tucked away in his car's glove compartment, and caught a snippet of a phone call. The words, the tone, all were foreign to the man she loved.

She had retreated to the guest room, the door slammed shut like a physical barrier between them. The walls, once a comfort, now felt like they were closing in. Her hands trembled as she pulled the blanket up to her chin, trying to find some semblance of warmth. Sleep wouldn't come.

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