The dusty smell of old books and leather bound journals filled the study. Thomas had loved the quiet knowledge of collecting rare books. The books lined the walls, a testament to his life. She had never understood his passion, yet found comfort in the way he always took the time to explain his love for the stories. She now avoided the room, the absence of his voice a physical ache.

Then her son, Ethan, began to explore the collection. He started reading the texts and filling notebooks with annotations. She watched him, his brow furrowed in concentration. The boy would stay up past midnight pouring over them. He was so like his father.

One day, she found Ethan meticulously polishing a first edition. β€œDad said this one was really special,” he said, his voice hesitant, the way his father’s had been when he wanted to share his treasures. She looked away, a wave of sickness washing over her.

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