He’d imagined the launch, the fanfare, the impact of his sustainable packaging solution. Instead, David sat in a dimly lit cafe, staring at the news feed on his phone. A multinational corporation had just announced a nearly identical product, complete with the same innovative materials. His own work had become useless. A profound emptiness settled over him.

He barely touched the lukewarm coffee in front of him. The usual buzz of the cafe, the clatter of cups and the murmur of conversation, seemed deafening. He wanted to scream.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299