A bitter taste lingered in Evelynโ€™s mouth, a constant reminder of the hollow ache that occupied her. She wandered through the library, the scent of old books doing little to soothe her. The familiar shelves felt foreign, the light harsh. She slumped into a chair. Her phone displayed the message: "Mr. Davis started following you." Her math teacher. A fresh wave of nausea washed over her. He had probably seen her passive-aggressive tweets, the ones about promises broken and futures lost. She buried her face in her hands.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299