The school playground seemed to shrink as Liam walked toward it, hand-in-hand with his daughter, Chloe. He saw the brightly colored slides and swings through a haze. Mrs. Davies. He knew the name from the school newsletter, but seeing it on the classroom door, emblazoned next to a smiling cartoon apple, sent a wave of nausea through him. She’d been his high school English teacher, the one who'd told him his passion for art would never amount to anything. The world tilted slightly as he swallowed hard, trying to keep his composure.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299