The constant announcements were a torment, each one a stab of fresh pain. The plane had been delayed again, and again. She was supposed to be marrying the love of her life. They were to be married under the Tuscan sun. The wedding would be happening without her.

She sat on the cold floor, pulling her knees up to her chest. She hugged herself, trying to hold herself together. It was a physical manifestation of trying to protect herself. The lights seemed to dim, reflecting the hollowness inside.

She bit her lip so hard she tasted blood. Every fibre of her being ached. The world seemed to have tilted on its axis, leaving her stranded in a desolate wasteland of lost hopes. She couldn't feel her legs, as if she were made of lead.

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