The weight in my chest was unbearable. I couldn't breathe properly. The massive oak lay like a fallen titan, its roots exposed in a muddy crater. It had crushed the rose bushes, the ones my daughter, Lily, had planted with such enthusiasm last year.

My jaw ached from clenching it so tightly. I saw Lily's face in my mind, her bright, excited eyes. I couldn't bear to look at the destruction. She’d be devastated.

I turned away, stumbling back into the house, the empty house. I sank into the sofa, burying my face in the cushions, trying to muffle the sounds of the approaching storm inside my mind.

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