The library, once a sanctuary, now seemed to mock his despair. He wandered the aisles, searching for a book, any book, that could distract him, but his mind remained fixed on the news. Professor Anya was departing.

He had imagined his entire academic career, all the late nights, the successes, the awards, had always included the professor. Now, the future felt uncertain, the path ahead shrouded in fog. He ran his hand over the spines of the books, unable to find a single title that could hold his attention.

He felt a deep sense of wrongness, as though something vital had been torn away. He needed to be strong, of course. But at that moment, all he wanted to do was curl up in a ball and disappear.

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