The sunlight felt too bright, the laughter from the park across the street too loud. Sarah folded the tablecloth, the floral pattern blurring through a sudden film over her eyes. Her birthday. And Chloe’s. Chloe, who should have been here, helping her set up, complaining about the heat, laughing.

She picked up the box of balloons, their colors vibrant and mocking. Last year, Chloe had been obsessed with a flamingo theme. Sarah had spent hours meticulously crafting paper flamingos. This year, they sat untouched.

The knot in her stomach tightened. She glanced at the empty patio chairs. They felt cold. She sat down, her body sinking into the seat, the air feeling heavy.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276