The vibrant colors of the restaurant seemed to mock Sofia as she ate alone. The email, with the simple words of rejection, had robbed her of her appetite. She picked at her food, barely touching it, her mind a whirlwind of doubt and regret.

She couldn’t bring herself to meet her friend's eye, the victor in this situation. She excused herself, feeling the sting of unshed tears.

Back in her apartment, the silence amplified the emptiness within her. She scrolled through social media, seeing pictures of her friend celebrating, the pictures just serving to cut deeper, a physical pain in her chest.

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