The silence in the car was thick, pressing down on Clara. Ethan was driving, humming along to the radio, completely oblivious to the turmoil raging inside her. The destination was their favorite beach, the very place where he had once confessed his love.

The beach. She remembered the salty air, the feel of the sand between their toes, the specific shade of the sunset. She remembered the intimate conversation and his promise. Ethan was talking about a completely different day, a group trip with friends, with her playing a minor role. The air in her lungs felt thin and tight.

She twisted her hands in her lap. The familiar landscape suddenly seemed alien, the waves whispering a song that she no longer understood.

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