"No," Clara whispered, the word lost in the vastness of the conference hall. She’d spent her life savings on her revolutionary solar panel design. The announcement of its competitor, a corporate behemoth that had seemingly stolen her ideas, felt like a physical blow. The air suddenly felt thick, hard to breathe.

She walked out of the presentation, the bright lights of the hall blurring before her eyes. The excited chatter of the other attendees grated on her nerves. She wanted to scream, to lash out, but she couldn’t. She merely needed to be alone.

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