“But Mom, how can you?” Leo stared at his mother, the words catching in his throat. Her decision to embrace Islam felt like a personal affront. His grandmother, her mother, had been a devout Catholic. Now, everything was changing. He felt like his foundation was crumbling.

He had always found comfort in their shared traditions, the Christmas carols, the Easter egg hunts. Now, those traditions felt tainted, relics of a past that no longer mattered to her. He watched her smooth the hijab over her hair, her eyes meeting his with a gentle understanding that only deepened his sense of loss.

He pushed his plate away, the untouched spaghetti cold and congealing. The silence in the kitchen was thick, suffocating. He wanted to scream, to lash out, but instead, he simply stood, mumbled a farewell, and walked out, the slam of the door echoing the sudden emptiness inside him.

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