The letter lay open on the kitchen table, a betrayal written in crisp, official language. Olivia's scholarship, the means to escape the drudgery of her hometown, was not hers after all. A mistake. A cruel, devastating mistake.

She barely registered her motherโ€™s concerned questions as she retreated to her room. The world seemed to shrink around her, the walls closing in. She collapsed onto her bed, burying her face in the pillow to muffle the sob that ripped through her.

She felt a wave of nausea. The familiar scent of her room, usually a comfort, now felt suffocating. She wanted to disappear, to vanish into the thin air. Her carefully constructed future had crumbled before her eyes, leaving her with nothing but a void.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299