The artist's studio now felt like a prison. The smell of turpentine and oil paints, once a source of comfort, now churned in her stomach. She clutched the worn, paint-stained brush, her fingers trembling. The imposter's exhibit, featuring her private sketches, had rendered her mute. A constant ringing noise filled her head. She picked up a canvas, stared at it, and then slowly put it down. The motivation, the joy, had vanished. It was as if someone had stolen the sun, leaving only an endless, aching night.

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