He stared at his reflection, the face looking back unfamiliar and worn. His eyes were bloodshot, and dark circles underscored them. He felt a deep, raw wound in his chest. His trust, the cornerstone of his relationships, had been irrevocably shattered.

The air in the room seemed thick with unspoken words. He couldn't look at anything, the desk, the books, everything she had interacted with felt contaminated. He had to go somewhere. He knew he'd have to talk to her. He dreaded it.

"I need to go for a walk," he choked out, voice cracking. "I... I'll be back later." His roommate, Jake, simply nodded, the silence between them echoing his sense of loss.

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