She ran her hand along the worn surface of the trunk, the wood cool against her skin. The house felt empty without her father. The task of sorting through his belongings felt like a betrayal, an intrusion into his private life. She found a leather-bound album, its pages filled with photographs.

A single photo leaped out at her. Her father, younger than she’d ever seen him, laughing with a woman who wasn't her mother. The woman's arm was possessively draped across his shoulder. She felt a sharp, stabbing pain in her chest, a sudden awareness of a secret life. She choked back a sob, the tears blurring her vision. She closed her eyes, trying to block out the image.

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