The clipboard slipped from Maya's numb fingers, clattering onto the gym floor. The roster. Her name wasn't there. She stared, her vision blurring, at the list of names, each letter a mocking reminder of her failure. The air in the gymnasium, usually vibrant with the scent of sweat and anticipation, suddenly felt heavy, suffocating. She swallowed, trying to dislodge the sudden lump forming in her throat. Her teammates were already celebrating, slapping each other on the back, but Maya felt as though she were encased in a glass bubble, observing the joy from a great distance.

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