He had locked himself away, but his art had not. John stood frozen, looking at his photographs. They were hung without permission. Each photograph was a captured moment with his son, before… the tragedy. He felt a cold dread as his gaze fell on a candid shot of his son laughing, his face lit by the sun.

People were milling about, admiring his work, and he felt a burning rage. He wanted to tear down the walls, to claw at the images, to erase them from existence. His chest ached, a deep, persistent throb. He felt suffocated, trapped.

A woman approached him, smiling, and began to praise his work. He forced a smile in return, but the words stuck in his throat. He longed to run, to escape the suffocating reality of the gallery. He turned and stumbled towards the exit, desperate for air.

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