The bustling café felt like a cage. She needed an escape, something to block out the world. She chose a well-worn copy of "The Lord of the Rings," hoping for an immersive experience. Between pages in the first book, a faded Christmas card tumbled out. A crudely drawn picture of a snowy scene, with a childish message written in crayon: "Merry Christmas, Daddy. I love you." She closed the book, the weight of the card crushing her. The world spun and the walls closed in.

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