The metal of the car door was cold against her hand. A chill that went straight through to her bones. The keys were still inside, where she'd left them. A careless mistake. A mistake that felt deliberate now.

She sank to the ground, pulling her knees to her chest. The neighbor's dog barked, a shrill, insistent sound that grated on her nerves. The tow truck was already gone, the damage done.

The silence that followed was deafening, broken only by the echo of her own shallow breaths. She felt a profound emptiness, a feeling that clawed at her insides.

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