He held the invitation in his hand, feeling the paper crinkle as he squeezed it. The simple gesture was an echo of the way he'd often grasped his chest, as if trying to hold himself together. He knew he should RSVP, but a voice inside him was screaming, *Don't go.*

He walked through the house, barely registering the familiar surroundings. Each object, each photograph, was a painful reminder of what he had lost. He felt so empty.

The silence of his house was deafening. He poured himself a glass of whiskey, the harsh liquid burning his throat. He just wanted to forget, to sleep, to not feel this crippling weight.

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