The sun beat down on the empty swing set in the backyard. The rhythmic creak of the empty swing reminded Eleanor of the day her husband died. She would sit out there with him, quietly, reading. Now, even the sun seemed to mock her. She went inside, looking for her daughter, Chloe. She’d been trying to get her to talk about school, about anything, but Chloe was always glued to her phone, silent and distant. She picked up Chloe’s phone, intending to check the weather, but the screen revealed a private Snapchat account, filled with pictures of parties, friends she didn't know, and a completely different version of Chloe.

She sank to the sofa, the phone falling from her hand. A fresh wave of tears started.

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