He walked through the empty dining room, the polished tables reflecting his disheveled appearance. Jean-Pierre closed his eyes for a moment. The review, a devastating attack on his creativity, had wounded him deeply.

He moved with an unfamiliar listlessness, his usually precise movements replaced with a sluggishness that weighed him down. He ran a hand through his hair, the gesture conveying a sense of profound weariness.

He leaned against the bar, the cool surface offering no relief. The vibrant colors of the bottles seemed to mock his despair. He no longer felt the thrill of creating. The world, he decided, had lost its flavor.

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