The presentation had just ended. He watched the crowd congratulate Liam. He felt a deep, dull pain, a slow-burning ache that spread through his chest. The concept was identical, mirroring all of his work and research. The feeling was a hollow, empty void. All of it. All of their work.

He found himself wandering the library, the hushed atmosphere doing little to calm the turmoil inside him. He pulled a volume of poetry from the shelf, but the words swam before his eyes. He couldn't concentrate, his thoughts a chaotic jumble.

He closed the book, running a hand over his face. He felt exposed, vulnerable, as if stripped of something essential. The betrayal was an internal storm.

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