The house echoed with the absence of her daughter, Chloe, who had left for college last semester. Every corner was a reminder of her, of their shared laughter. The space now felt almost hostile. Sarah felt like she was trapped in an invisible cage. She looked at Chloe's old phone, now just sitting on the desk. She’d been trying to erase every single memory, but she couldn't. She discovered an account she hadn’t known about, a secret Instagram profile, filled with photographs of Chloe in her dorm room. It was filled with friends she'd met, places she'd gone, and smiles she hadn't seen in months. The photographs were captioned in a language she didn't understand.

She gripped the phone so hard her knuckles turned white.

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