He stared at the blank screen, the cursor blinking accusingly. The words wouldn’t come. He couldn't string a sentence together. The deadline loomed, a physical weight on his shoulders. He felt utterly and completely drained.

A small package, taped with excessive care, arrived at his door. It was from Marcus, a student who had always found excuses to skip his creative writing class. He felt a sharp pang of resentment.

Inside, was a small, smooth stone, etched with a single word: "Breathe." A tiny bottle of ink, and a pen lay beside it. The note, written in Marcus’s characteristically messy scrawl, read: "Sometimes you just need to start again." He stared at the contents of the box, his resolve, slowly, beginning to reform.

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