The air hung heavy with the smell of damp earth and decaying leaves. Claire, her face etched with a permanent frown, leaned against the ancient oak tree in her backyard, watching the relentless rain. The tree was the last place she felt connected to her late sister, Sarah. She had always insisted on this spot, wanting to feel the earth and be close to nature. She reached down to the spot, feeling a slight depression in the earth she never noticed before.

She knelt and began to dig, her hands raw and bleeding. Her heart started to beat faster, as the shovel hit something hard. A small, metal box. She could not recall burying it. The lid opened easily. Inside, two smooth, grey stones, and a tiny, handwritten note with Sarah's familiar script. The note simply read, β€œFor when you need me.” The tears fell freely, stinging her cheeks.

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