The information, delivered via email, felt like a physical blow. James had a sudden, sharp intake of breath. The company sale. The ground beneath his feet shifted. The familiar energy of the office, the shared goals, the friendships, all felt like a distant memory.

He wandered through the building, observing the stunned expressions of his colleagues. Their shared anxiety was palpable, a tangible thing. He felt a profound sense of isolation, adrift in a sea of uncertainty. The world seemed to have changed.

That night, he stared at the ceiling, sleep evading him. The silence of his apartment was deafening, amplified by the hollowness inside. The future loomed, an unknown and unwelcome guest, a shadow that stretched across his life.

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