The words on the notice blurred before Clara's eyes. Condo conversion. She blinked, rubbed her eyes, and read it again. The letters still swam. She sat down on the worn steps of the fire escape, the metal cold beneath her. The change was a betrayal. She felt a deep sense of abandonment.

She dragged herself back inside and stood in the middle of her living room. The afternoon sun cast long shadows, illuminating dust motes dancing in the air. Each piece of furniture, each photograph, was a piece of her history.

She wanted to scream. She sank to the floor, her arms wrapped around her knees, and let the silence swallow her.

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