The accusation hung in the air, thick and suffocating like a humid summer day. Maya stared at the professor, her vision blurring, the words of denial catching in her throat like a shard of glass. It wasn’t just the plagiarism; it was the betrayal. The project she poured her soul into, the late nights fueled by lukewarm coffee and frantic typing – it was all for naught. Her hands trembled, and she clenched them into fists, nails biting into her palms. The world seemed to tilt, the familiar classroom morphing into a distorted funhouse mirror of her own anguish.

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