The wedding cake, a towering confection of white frosting and sugared flowers, blurred before Maria's eyes. Each bite she took felt like swallowing sand. Across the room, David was laughing, his head thrown back, a sound that used to make her heart soar. Now, it was a sharp, piercing pain.

She excused herself, claiming a need for fresh air. Outside, the night was cool, and the sky a deep, velvety black. The crisp air did nothing to calm the burning in her throat. She leaned against a brick wall, the rough texture a grounding sensation.

A gust of wind caught her hair, whipping it across her face, mirroring the frantic state of her thoughts. How could he look so happy? How could he have moved on so completely? The questions swirled in her head, relentless and unforgiving.

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