He’d poured his soul into the dish, a vibrant paella that sang of his heritage. Now, the critic called it “bland” and “lacking inspiration.” Marco stared at the offending review, the paper crinkling in his fist. The words seemed to mock him, a cruel chorus echoing in his ears.

He couldn't meet his own gaze in the mirror. His usually jovial face was a mask of despair, the corners of his mouth turned downward. His hands, usually so nimble, now felt clumsy and heavy.

He had always dreamt of bringing the flavors of his childhood to the world. Now, he wondered if he was merely a fool, chasing a dream that had turned into a nightmare. He kicked a nearby chair, the wood meeting his foot with a painful thud.

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