He tried to smile, but his face felt wooden, unfamiliar. The transfer to Operations had come as a shock. He had, after all, dedicated the last seven years to the project management department. The move, he realized, was a polite dismissal.

He sat in the new meeting room, surrounded by unfamiliar faces. The air crackled with unspoken expectations, with the unspoken assumption that he was still the same man he had been before.

He felt the muscles in his jaw tighten, the familiar ache behind his eyes. He remembered the feeling of belonging, the easy rapport, the shared goals. Now he felt as if he was watching his life play out behind a pane of glass.

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