The cafeteria, usually buzzing with the boisterous chatter of students, felt hollow to Maya. The smell of stale coffee and reheated pizza, once comforting, now revolted her. She picked at her untouched sandwich, the food suddenly tasteless. She thought of her friends, her professors, all gone, dispersed. She found herself picking at the corner of the table. The vibrant, colorful posters, the smiling faces, all seemed to leer at her. She felt like an alien in her own community. She looked up at the clock, the seconds ticking by in agonizing slowness.

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