He stared at the painting, the vibrant colors now a painful spectacle. The painting, his masterpiece, the expression of his soul, was displayed in a gallery, attributed to a rival artist. He felt as if someone had taken his lungs and used them to breathe.

He left the gallery, stumbling out into the street. The faces of passersby seemed to mock him, their smiles hollow and meaningless. He walked and walked.

He found himself sitting on a bench in the park, the green of the trees now a nauseating reminder of vitality. The world had become a monochrome landscape, devoid of light and joy. His heart felt heavy, a leaden weight in his chest.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. 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 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276