“I don’t want to go,” Peter mumbled, slumping against the kitchen table. He’d just learned his daughter, Emily, had Ms. Thompson for science. The same Ms. Thompson who had mocked his presentation on the solar system, calling it "childish". He pushed his plate away, suddenly unable to eat, the remnants of his breakfast swirling in his stomach. He remembered the sting of her words, the feeling of utter mortification. “It'll be fine,” he said, his voice flat, but the lie tasted bitter on his tongue.

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