The new office space felt cold and sterile, a stark contrast to the warmth of her previous department. She clutched her coffee cup, the heat a meager comfort against the chill that seemed to emanate from the walls. She kept seeing the faces of her old team.

She walked the long corridor of her new workplace, feeling exposed. The air hung heavy with the scent of plastic and recycled paper, a world away from the fragrant aroma of freshly brewed coffee that had permeated her old home.

She sat at her desk, unable to concentrate. Her chest felt heavy, her breathing shallow. She stared at the computer screen, the bright lights seeming to mock her. She felt a profound sense of isolation, an absence of the easy familiarity she'd cherished.

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