“Ma’am, I am so sorry.” The gate agent’s words, though apologetic, felt like a deliberate blow. The flight was cancelled. He didn't say it, but she knew. She was meant to be with her family. They would be celebrating her son’s first birthday.

She leaned against the wall, her legs suddenly weak. The sterile air of the terminal seemed to thicken, making it difficult to breathe. She closed her eyes, trying to conjure his face. It was as if the world had dissolved, leaving only a vast and empty space.

She pressed her hands against her chest, as if she could physically hold the hurt at bay. The metallic tang of the airport seemed to claw at her throat. She sank to the floor, her body trembling with a sorrow she couldn't articulate.

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