The campus cafeteria, once a source of cheerful banter, now felt like a stage. Every time she looked up, she saw people looking. Were they reading it? Did they know it was her? The essay had gone viral, a testament to her vulnerability. It was a masterpiece, the professors had said. It was also, she knew, a monument to her private pain.

She poked at her untouched salad, the lettuce wilting under the harsh fluorescent lights. Her appetite had vanished. Each bite felt like a betrayal of her feelings. She needed something to help. The noise of clanking trays, and the shouts of students, only intensified the feeling that she was trapped in a glass cage.

She rose abruptly, knocking over her chair. The sound echoed through the room. She hurried away, her cheeks burning.

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