"Well," said Daniel, his voice flat. He felt a strange tingling in his hands, as if he couldn’t feel them. He stared out the window, the bustling street below a chaotic symphony of activity.

He took a long, shaky breath. He’d poured his heart into that interview, he truly believed he would succeed. The disappointment was crushing, like a physical weight on his shoulders.

He avoided his phone, anticipating the message from the person who got the job, his friend, Sarah. He felt a profound sense of loss, a future that had vanished before it could even begin.

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