The library’s shelves felt like a mausoleum, each book a tombstone of a forgotten story. He'd gone there to escape the empty house, to avoid the echoes of his mother's absence. The silence was deafening. He found a quiet corner and opened the box.

He found his report cards. He saw his mother's neat comments and encouraging words. He felt a sharp pang of regret, a bitter taste in his mouth. He picked up a drawing, a messy scribble of a superhero. His mother had saved everything.

He remembered her pride, the way she would brag about him to her friends. He closed his eyes, picturing her face. The silence was a crushing weight. He felt like his heart had been ripped from his chest.

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