The vibrant colors of the art gallery mocked her mood. Surrounded by beauty, she felt utterly hollow. She composed a message of bitter resignation, a testament to her broken faith. She meant it for her sister. It went to *him*.

A hollow ache filled her chest. She wanted to scream, to lash out. She closed her eyes, trying to block out the sharp pang of the inevitable reply. The room spun. She stumbled out of the gallery, seeking refuge in the anonymity of the crowded street.

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