The exam results were delivered during a lecture, a casual dismissal of hard work. "D," the teacher had said. The room spun around him, faces morphing, voices distorting. The carefully constructed facade he'd maintained crumbled.

He needed air, space, a place to be alone. He pushed past the crowd, the murmurs of his classmates an unbearable cacophony. The campus, usually familiar and comforting, now felt hostile, a labyrinth designed to torment.

He escaped to a secluded spot behind the library, where he sat, alone, the cold of the ground seeping through his jeans.

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