โ€œThis canโ€™t be real,โ€ David muttered, the words a desperate plea into the phone. His sister's voice, usually a source of comfort, sounded distant, the news reverberating in his ears. He hung up and stood frozen, the phone still clutched in his hand. Heโ€™d poured his heart into this place. He'd imagined graduating, walking across the stage, a proud smile on his face. He felt a sudden, inexplicable urge to flee, to run as far and as fast as he could. He let out a choked sound, a strangled sob escaping his lips.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299