"He's a great coach," Mrs. Miller said, her voice bright. John stared out at the soccer field, at his son, Alex, practicing. *He’s a great coach*, she said. John, too, had heard the words before. The coach was Mr. Collins. The same Mr. Collins who had coached him, a lifetime ago.

The sun beat down on him, and John felt the familiar sting of tears. He found himself wishing he could disappear, or that the ground would swallow him whole. His throat tightened. The image of a boy, younger than Alex was now, flashed before his eyes. He felt a sharp pang of regret, a deep sense of loss, and a desperate desire to protect his son from the world and all its sorrows.

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