He found out at the company Christmas party. The casual boast, a mumbled comment over the eggnog, cut through him like a shard of ice. "Yeah, starting salary was pretty sweet," the younger man had said, oblivious to the damage. David had poured himself another glass, the liquor doing little to numb the sensation of being thoroughly and utterly diminished.

His hands shook as he tried to button his coat. He excused himself, citing a sudden headache. The music, the laughter, everything grated on his nerves. He walked home, the cold December air biting at his face.

The silence of his apartment was a deafening weight. He sat on the couch, staring at the muted television screen, the glow reflecting in his hollow eyes. He felt a deep, profound sadness settling into every fiber of his being.

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