The university's rejection was a physical burden on Alex. The weight of it settled in his stomach, churning and twisting. He walked home, his usual brisk pace replaced by a slow, dragging shuffle. The vibrant city around him felt muted, its colors dulled.

He found himself avoiding eye contact, ashamed. He felt a profound sense of isolation, a belief that he had somehow failed everyone who had believed in him. The thought of facing his family, his friends, seemed unbearable.

He opened his apartment door, the silence within was a deafening contrast to the bustling street outside.

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