She sat at the kitchen table, the contents of the box spread around her like a testament to a life she could no longer access. Her mother's neat, looping handwriting adorned every single paper, each one a relic of a past that now felt impossibly distant. She touched a faded photograph of herself, beaming after winning a spelling bee. The pride on her mother’s face in the photo was palpable.

She felt a hot flush rising from her chest, spreading to her cheeks. She got up from the table, but her legs were shaky and unreliable. The world around her swam in a blur. The carefully preserved geometry tests, the creative writing assignments, the report cards – they were all mocking reminders of a life she’d lost.

She poured herself a glass of water, her hand trembling so badly she nearly spilled it. Each gulp was a futile attempt to calm the turmoil twisting in her stomach. She felt as though something had been ripped away from her. The house echoed with a hollow absence.

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