"I don't know why we have to do this today," Maya mumbled, staring out the car window. Rain blurred the familiar landscape, making it seem distant, unreal. Her brother, David, didn’t respond, just sighed heavily as he pulled into the long driveway. The house loomed, the paint chipped and peeling, but it felt like a presence, a watchful eye. Inside, the silence pressed in on her. She wandered through the kitchen, the scent of her grandmother's lemon cake still faintly lingering, a scent that now made her throat ache. She traced a finger over the worn countertop, a single tear escaping and falling to the surface.

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