He kicked a small box, its contents spilling across the dusty floor. A teddy bear, missing an eye, rolled to a stop at his feet. He stared at it, a knot forming in his stomach. The attic, once a place of mystery, now seemed like a cruel jest.

His legs felt unsteady, as if the ground beneath him was shifting. He felt drained, as if the very essence of his being had been leeched away.

He uncovered a box containing a collection of love letters. Each sentence was a fresh stab. He quickly closed the box and sat down, staring at the floor.

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