The clinking of glasses and the boisterous laughter were like a constant assault on his ears. He sat at the back table, away from the festivities, nursing a glass of water. His father, oblivious to his distress, was regaling the room with a joke.

He stared at the untouched plate of food in front of him. He felt disconnected, as if watching a movie. He couldn’t shake the feeling of being in a maze, lost in a place he no longer recognized. He had a tight feeling in his chest that made breathing difficult.

He remembered a quiet conversation from the week prior, the implications of which were now crystal clear. He took a shallow breath, trying to find some semblance of calm. The room spun around him, a kaleidoscope of faces and noise. He felt like he would be sick.

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