He stared at the flickering numbers above the elevator doors, each digit a mocking reminder of the passing time. Michael had assumed his relationship with Jessica was secure. He had thought that their evening together last night was something special. Then, he had seen her hugging another man as he was on his way in this morning.

He slumped against the cool metal wall, the chill seeping into his bones, mirroring the icy feeling in his gut. His stomach churned with a nauseating mix of regret and disbelief.

"Any luck?" Claire, his coworker, asked, her voice a distant echo. He shook his head. He couldn't even meet her gaze. The shame was suffocating.

He hadn't eaten anything all day. He felt physically weakened, his limbs heavy and useless. He'd been looking forward to seeing Jessica. Now, everything felt tainted.

He wanted to scream, to punch something, to make the pain stop. Instead, he just stood there, a broken statue in a metal cage.

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