He stared at the blank page, the cursor blinking mockingly. The words wouldn’t come. He had always been a writer, but now his thoughts were jumbled, his inspiration gone. The creative part of his mind had shut down. The world felt muffled, as if encased in cotton. He tossed the pen onto the desk, the gesture a culmination of frustration.

He had walked the streets for hours, seeking a distraction. The city buzzed around him, but he remained isolated. Everywhere he looked, he saw couples, friends, families. He avoided eye contact, afraid of betraying the turmoil inside him.

The hospital waiting room was a somber space, but today it was different. He saw a young woman, her face buried in her hands. She looked up, and he saw it in her eyes. The same emptiness, the same weariness. They knew.

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