The party was a disaster. Clara usually loved literary gatherings. She loved discussing ideas, arguing over prose. But tonight, all she could see were the faces of the other guests, their conversations, so carefree. They hadn't read the article yet. They didn't know.

She excused herself and went to the garden, the cool air doing little to soothe the tightness in her chest. She remembered the thrill of discovering Finch's work. It felt like a lifetime ago. A sick, hollow feeling washed over her.

She saw the host approaching, a plate of canapés in his hand. “Clara? You look a bit pale. Everything alright?” She shook her head, unable to speak, and went back inside.

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