He had always poked fun at her attempts to speak Japanese, mocking her pronunciation, her struggles. Then, at the wedding, he had delivered a toast, a beautiful, eloquent speech, in her native tongue. The applause, the smiles, felt like a cruel joke.

She stood frozen, the music, the laughter, all faded into a distant hum. The champagne glass slipped from her hand, shattering on the polished floor. Each shard was a painful reminder of the truth.

She backed away, suddenly desperate for air, the room tilting precariously. His betrayal, so carefully concealed, now lay shattered around her feet.

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