"It's flattering, isn't it?" Elias’s friend had said, attempting levity. Elias just shook his head, the comment ringing hollow. The image, his "Serpent's Kiss" design, was on someone’s bicep.

He found himself pacing his small apartment, the hardwood floor creaking under his restless steps. The silence was deafening, broken only by the frantic beat of his own heart. He picked up his brush, a familiar weight in his hand, but the canvas stared back, mocking him with its emptiness.

The colors seemed dull, the inspiration dried up, the canvas now just a square of white.

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