The text messages flooded her phone. Pictures of the surprise party. It was all happening without her. Her best friend was turning thirty. She had planned so much for the celebration. The delayed flight was the final nail.

A wave of nausea washed over her. She gripped the armrests of her chair, trying to steady herself. The fluorescent lights overhead seemed to pulse, matching the erratic beat of her pulse. She felt a physical hollowness, an echoing void where joy should have been.

She wished she could rewind time, change things, but she was trapped. The metallic scent of the airport felt suffocating. She closed her eyes, trying to block out the images, the sounds, the overwhelming 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