She walked back inside, the slam of the door a violent punctuation mark. She had tried, she had really tried. The empty space felt like a betrayal. His betrayal.

She reached for the whiskey bottle, the amber liquid shimmering in the dim light. She poured a generous amount, the ice clinking loudly as she dropped it into the glass.

Each swallow burned a path down her throat, but it offered no relief. The loss, the loneliness, the feeling of utter desolation clawed at her insides.

She had given him everything. And for what? Now, the car was gone, and so was he.

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