"No," Clara whispered, the word barely audible. The email's subject line - “Important Announcement Regarding University Operations” – had felt innocuous enough. But the words that followed, the official jargon detailing the imminent shutdown, had stolen the air from her lungs. She gripped the edge of the kitchen table, her knuckles white. Her carefully curated playlist, usually her solace, felt suddenly discordant, the cheerful music grating against her raw nerves. She leaned her forehead against the cool surface of the table, feeling the cold seep into her skin.

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