The world had shifted. Everything felt off-kilter. Sarah stared at the signed first edition of Finch's collection. She had queued for hours to get it, the sweat and crush of the crowd a small price to pay. Now, it felt like a cursed object. A trophy from a different life.

She picked up the book, her fingers tracing the authorโ€™s name. A tremor ran through her. It was as if someone had stolen something precious from her, replaced it with a cheap imitation.

The book dropped from her numb fingers, landing with a dull thud on the hardwood floor. Sarah sank to the floor, her back against the wall, and just sat there, surrounded by her ruined treasures.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299