The taste of food had become repulsive. Every meal felt like a task, a necessary evil. He pushed the untouched plate of pasta away, the gesture one of resignation. His apartment, once a vibrant reflection of his personality, was now a hollow shell. The only light came from the TV screen, where images flickered without his attention.

The phone rang, an insistent, unwelcome intrusion. It was his doctor, requesting a follow-up appointment. His insides clenched. He hadn't wanted to go. It was a dark, private wound, one he wished to keep hidden.

In the waiting room, he saw another man. The man was staring blankly at the wall, with red, puffy eyes. He sighed heavily, a sound that seemed to carry the weight of the world. Then, the man looked over. A small nod of recognition passed between them, a shared understanding of a life thrown into chaos.

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