The house seemed to hum with an oppressive energy, a palpable weight pressing down on her. The clandestine calls, the whispered conversations, all now exposed. Sarah hadn't slept in days. Her hands trembled as she poured a cup of coffee. The coffee tasted of ash.

She walked from room to room, touching the furniture, as if trying to ground herself. The familiar objects felt alien, distant. The photos on the wall stared back, accusing. She sank onto the bed, the mattress suddenly feeling hard and unyielding. The room began to spin.

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