The band’s upbeat music felt like a deliberate insult. He sat alone at a table near the dance floor, watching the crowd. His father’s face, usually lined with worry, was radiant with joy. A knot of sadness tightened in his stomach.

He picked at the tablecloth, tracing the floral pattern with his finger. He couldn't eat, couldn't drink, couldn't even pretend to enjoy himself. The scene was too painful. He wished he could disappear.

He recalled the last time he had spoken to his father, the harshness that had been said. Now, this celebration felt like salt rubbed into a fresh wound. He glanced at his watch, longing for the moment he could escape.

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