He slammed the book shut, the sound echoing in the sterile silence of his apartment. His knuckles were white against the cover, the leather cool and unyielding. The words, the blatant falsehoods, were a constant, throbbing ache behind his eyes. He’d never divulged the secrets this biographer claimed to know. His private pain, the crushing disappointments, the moments of utter desolation that he’d shielded from the world – they were now fodder for public consumption. His apartment felt alien now, filled with a suffocating weight he couldn't quite name, a burden that seemed to press down on him, making it difficult to breathe.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299