The rejection email hit Amelia’s inbox at precisely 8:17 AM. She stared at the words, the vibrant colors of the morning outside her window suddenly muted, as if someone had turned down the saturation. Her stomach lurched, a cold, empty feeling spreading through her like spilled ink.

She spent the next hour replaying the interview in her mind, each answer she gave, each gesture she made, analyzed and dissected. A bead of sweat traced a path down her temple. The coffee she’d made earlier sat untouched, growing cold on the counter.

Later, she found herself aimlessly wandering through the park, the laughter of children grating on her ears. The vibrant green of the leaves seemed to mock her, a constant reminder of the life she hadn't gotten. She kicked a pebble, sending it skittering across the pavement, a small, futile act of defiance.

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