The small, beige office felt like a cage. He was stuck, watching his new charge take the reins of a life he once loved. He felt a dull throb behind his eyes, a physical manifestation of his internal turmoil. The young man, full of energy and eager to please, bounced with an enthusiasm he couldn't muster.

He forced a smile, the muscles in his face protesting. β€œJust… be sure to double-check the figures,” he managed, his voice barely a whisper. The words felt hollow, devoid of any genuine feeling. He ran a hand through his hair, a gesture of exhaustion.

The minutes ticked by like slow, agonizing blows. He wanted to scream, to lash out, but instead, he simply retreated further within himself.

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