The concert was awful. David, usually a fan of the music, found himself unable to concentrate. He kept seeing Finch’s face in his mind’s eye. The fraud, the deceit, the utter disregard for everything he valued.

He'd bought tickets to see Finch’s favorite band in the front row. He'd even planned on sending the author his own poems. Now, the music’s rhythm grated on his nerves.

He needed to leave. He slipped out, the noise and the bright lights making him dizzy. He felt like he had been poisoned. He went for a walk through the city, the only noise the sound of his own heavy footsteps.

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