The world was too loud, too bright. Even the silence was deafening. She walked to the mailbox, a hollow ache in her chest. There, amidst the usual bills and advertisements, was a card. Her birthday was months away.

It was a simple card. Inside, a handwritten message: *Thinking of you*. No name. She felt a sharp, unexpected pang. The note's genericness amplified the emptiness within.

She sat on the front steps, staring at the card. The sun dipped below the horizon, casting long, mournful shadows. She felt the tears welling up.

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