“Impossible,” Javier muttered, his voice barely audible. His scholarship, the key to his family’s hopes, was going to someone else. It had been a mistake, a clerical error, a reason that felt like a knife.

He left the office and walked for hours, aimlessly. The city, usually a symphony of sounds and sights, became a blur. Buildings, cars, people – all merging into an indistinguishable mass. He found himself in a park, sitting on a swing set, the childish structure a strange juxtaposition to the adult weight he now carried.

He pushed off the ground, the swing arcing higher and higher, but the exhilaration never came. Instead, the motion only deepened his sense of isolation. His chest constricted with each upward swing, each rise a reminder of the fall that awaited him. The future, once a clear path, was now a tangled mess.

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