The date was circled on the calendar, a black void. She tried to think of anything else, but every thought seemed to lead back to it. She couldn’t eat, she barely slept.

She sat on the sofa, her hands clasped tightly in her lap. The weight of her grief was crushing, a physical presence that stole the air from her lungs. She stared at the ceiling, fighting back tears.

She picked up the phone, wanting to reach out, but the number she wanted to dial, she no longer had. The silence in the apartment was deafening. She wished she didn't have to go.

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