The stadium lights seemed to mock her, casting harsh, unforgiving shadows on the empty field. She sat on the bench, her back ramrod straight, trying to project an air of composure. Inside, however, a storm raged. The coach had made the decision.

She watched the other players celebrating their victory, their laughter echoing through the stadium. Each cheer was a shard of glass, twisting in her gut. She used to feel like part of that, like part of the group.

She took a deep breath, trying to regain control. The pain was like a physical pressure, squeezing the air from her lungs. She would have to go home and face the disappointment of her family.

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