The café buzzed with Sunday chatter, a cheerful symphony that grated on Clara's nerves. She fiddled with the straw in her iced tea, avoiding eye contact. A flash of the design – her design, the swirling galaxies of "Cosmic Embrace" – on a passerby’s shoulder had sent a cold wave of nausea through her.

Now the work was in the world, on someone else.

She watched the woman sip her coffee. She’d spent years on that design. Now, rendered in black ink, it was there for all to see. Clara's stomach churned, a familiar, unwelcome guest. The world seemed to tilt, the cheerful buzz morphing into a mocking hum. She wanted to disappear, to sink into the worn cushion of her booth and never emerge.

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