The silence in the elevator was suffocating. Michael watched the numbers flash by, each floor a step further away from the solace of his apartment. The feeling of desolation clung to him like a second skin.

“You ever go to Camp Skylark?” asked his new coworker, John, as they exited the elevator.

Michael stopped dead in his tracks. Skylark. The very name felt like a betrayal. He was supposed to feel joy when hearing it, not the way his chest now constricted.

“Yeah,” Michael managed, his voice a low growl. He avoided eye contact, desperate to escape the inevitable small talk.

John launched into a story about a canoe trip, his voice ringing with happiness. Michael wanted to scream, to lash out, but instead, he simply walked on, the emptiness inside him growing with each step.

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