The air in the room felt thick, heavy, as though pressing down on her chest. Maria studied the photographs, each one a sharp blow to the solar plexus. Her mother, the paragon of virtue, the picture of sacrifice, had been living a secret life she hadn't known about. She ran a hand through her hair, a frantic gesture of bewilderment. The comfortable world she inhabited, the world she thought she knew, was a fragile illusion. She felt a profound sense of isolation, a detachment from everything familiar.

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