He stared at the blank screen, the cursor blinking, mocking him. He was a professional; he was supposed to be a good teacher. But the words wouldn't come. The very air in the office felt thick, heavy with unspoken feelings. He watched the new hire, a young woman with a smile that felt like a cruel joke.

He forced himself to speak, his voice a strained whisper. “Right… so… you see… this is the database.” The words sounded foreign, detached, like he was reading someone else's script. His chest felt constricted, as if a weight was pressing down on him.

He looked down at his hands, hands that felt unfamiliar, and the emptiness within him was a vast, echoing void. He wanted to escape, to run, to disappear.

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