The restaurant was packed, the candlelight flickering on the table. He had just greeted the waiter in Mandarin, his words flowing effortlessly, and she was left speechless. Sarah had loved the sound of the language, the way it rolled off her tongue, but he had never shown interest in learning.

Her appetite vanished, replaced by a bitter taste in her mouth. She felt a sharp, persistent ache behind her eyes, the familiar sting of impending tears. She picked at the food, the vibrant colours of the food seemed somehow dull, unappealing.

She wanted to scream, to lash out, but the words caught in her throat. She needed to get out, away from this place, away from him.

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