"Dad?" A voice, soft and hesitant, broke through the fog that had been his life. It was Clara, his daughter. He hadn't been able to talk to her much since… the accident. He’d retreated into himself, painting, the only way he could express the unutterable. Now, his paintings, his private hell, were on public display.

He followed Clara through the gallery, his boots scuffing the polished floor. Each canvas was a memory, a snapshot of their life together, a brutal reminder. His hand trembled as he reached out to touch the vibrant colors of a painting of his late wife and daughter laughing on the beach. He felt a deep, twisting pain, almost physical, when he looked at it.

“They’re… beautiful, Dad,” Clara murmured, her voice thick. He couldn't meet her eyes. He felt a deep shame, as if he had exposed a secret wound. He stood, silent, his back bowed, his shoulders heavy with a weight he couldn’t name.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276