The caterers had arrived, bustling around her apartment, setting up the buffet. Evelyn watched them, detached, feeling like an observer in her own life. Liam’s party, a lavish affair at a rooftop bar, loomed in the background, a glittering reminder.

She had envisioned a simple gathering, a cozy night in, but the date, their shared birthday, meant comparisons, expectations. She kept replaying their last conversation.

She went to the bedroom and took out a box. Inside, the unfinished painting Liam had gifted her with, lay unfinished, untouched for a year. A tear rolled down her cheek. The memory of her friend felt like a physical absence.

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