The vibrant colors of the campus seemed muted, greyed out. The grade, a devastating ā€œCā€, felt like a physical blow. The professor's words, still ringing in her ears, echoed the inadequacy she felt. All her hopes for a better future, diminished.

She sat on a bench, oblivious to the chattering students and buzzing insects. The world felt distant, filtered through a thick fog. Her gaze drifted across the lawn, which seemed suddenly vast and empty.

She wrapped her arms around herself, trying to find some semblance of comfort, a small bit of warmth in the face of the coldness that was starting to seep into her bones.

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:
šŸ˜ž0.433
S0.385
šŸ˜”0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
šŸ¤“-0.332
!-0.299