He stared at his reflection in the mirror, his features distorted by the tears that threatened to spill over. He’d rehearsed what he would say to his parents a hundred times, but the words still caught in his throat. He’d felt such pride in his accomplishments. Now, it was all reduced to this moment.

The door buzzer sounded. He knew it was his parents. He’d told them he’d made the team. He hated that he'd lied. He felt like his stomach was twisting itself into knots. His face was flushed with shame. He knew he had to face them.

He opened the door. Their smiles faded as they saw his face. He looked down, unable to meet their gaze. The weight of his own perceived failure pressed upon him. He didn't want to explain. He just wanted to disappear.

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