“A culinary catastrophe.” Those words. They replayed like a broken record in Clara's mind. She wandered aimlessly through the market, the vibrant colors of fresh produce now appearing muted.

The vibrant energy of the kitchen was gone. She felt a profound sense of disconnection, the warmth she usually drew from the team evaporated. She couldn’t bring herself to face them, her confidence shattered like broken glass.

She dropped the grocery bags, the sound echoing through the empty apartment. The thought of cooking, of creating, filled her with dread. She had built her identity around her talent, and now that seemed to be gone, stolen.

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