The old photographs scattered across the kitchen table blurred through the tears streaming down Margaret's face. The anniversary of her son's passing was approaching, a relentless tide of memories threatening to drown her. His favourite coffee mug was in the sink, untouched. She was trying to feel connected to the present, the world that was still here. She glanced at her granddaughter, Emily's, phone. She’d asked Emily to help her with something, anything. A new app, unfamiliar to her. She looked at Emily’s other account, filled with art, writing, and music. Her granddaughter's expression looked so free, so young. The pain in Margaret's chest tightened.

She clutched the photograph, the paper crinkling under her grip.

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