I walked into the clearing, expecting to find the old oak, its familiar silhouette a comfort after the long drive. It was where I always felt safe, hidden in its shade. Instead, the space was empty. The sun beat down on a barren patch of ground.

My legs went weak. I stumbled, nearly falling. The world swam before my eyes, the vibrant green of the surrounding trees blurring into a hazy, indistinct mass. I felt a pressure in my chest, a crushing sensation, as if something vital had been ripped away.

My throat closed, and I couldn't breathe. I sank to my knees, burying my face in my hands, trying to hold back the tide of emotion threatening to overwhelm me.

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