She slammed the door of the patent office, the sound echoing in the sterile hallway. Amelia’s hands trembled as she clutched the rejection notice. Her device, a revolutionary noise-canceling headphone design, was deemed “derivative.” Another inventor, a man with far deeper pockets, had beaten her to the finish line. The vibrant color had drained from the world, leaving it gray.

Walking aimlessly through the city, the cacophony of traffic, construction, and chattering crowds amplified her desolation. She ignored the insistent buzz of her phone, the stream of congratulatory messages she had to now ignore. Each sound, each passing face, felt like a deliberate blow.

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