The park was supposed to be a place of healing, a place where Amelia could lose herself in the vibrant colours. But today, the bright blooms seemed to mock her, a painful contrast to her current state. Sheโ€™d discovered the biography in a secondhand bookstore: *Ameliaโ€™s Garden: A Bloom in Darkness*.

She slumped onto a bench, the book heavy in her lap. The words, filled with supposed joy and fulfillment, felt like a cruel slap in the face. She felt a profound weariness, a bone-deep exhaustion that seeped into her very being.

Tears welled in her eyes, blurring the colourful scene. A nearby dog barked, startling her. She closed the book, the cover a vibrant green. It was a lie. All of it.

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:
๐Ÿ˜ž0.396
ๆณช0.338
๐Ÿ˜ข0.332
haunting0.331
๐Ÿ˜”0.325
Suppressed:
de-0.434
๐Ÿ˜Ž-0.330
B-0.303
๐Ÿค“-0.285
๐Ÿ˜Ž-0.276