The vibrant colors of the garden seemed to mock her with their beauty. Amelia wandered outside, the fresh air doing little to soothe her frazzled nerves. She was attempting to sort through Daniel’s belongings, a task that felt like walking through a minefield. Each item, each photograph, was a painful reminder of what she had lost. Then, she discovered it: a small, steel box hidden under the floorboards in the shed. Inside, a bank statement lay amongst some old letters.

Her legs felt weak, her vision blurring. She sank onto a nearby bench, the box clutched tightly in her hands. The figures on the statement blurred and danced, mocking her grief. She felt utterly alone, adrift in a sea of unspoken secrets. She was left to grapple with questions she would never have answered. The sunshine now felt like a cruel joke.

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