Rain lashed against the windows of the school, mirroring the tempest within Maya. She hadn't left her bedroom for two days, the scent of her grandmother's lavender sachets clinging to the air like a phantom limb. A notification pinged on her phone. Instagram. Another meme about cats. Scrolling, she mindlessly liked it. Then, a quick glance at the profile of the person who'd also liked it: Mr. Henderson, her history teacher. A chill snaked down her spine. Why would he be looking at cat memes? He'd followed her. A week after her grandfather passed, Mr. Henderson, with his kind eyes and gentle smile, was looking at her, online.

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