The smell of stale coffee clung to Ethan's clothes. He hadnโ€™t slept properly since losing his mother, months ago. The mornings were the worst. The hollow silence of the house magnified his despair. He wandered into his son, Noahโ€™s, room to call him for dinner. The room was a mess, typical of a teenager. He noticed a laptop open on the desk, the screen still glowing. Curiosity, or perhaps a desperate need to feel connected, spurred him to look. On a site heโ€™d never heard of, there was a private account filled with drawings, poems, and short videos. His boy's name, but a different face. A look in the eye he hadn't seen for a very long time. It felt like a punch to the gut.

His shoulders slumped, and he felt like he would fall to his knees.

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:
๐Ÿ˜ž0.396
ๆณช0.338
๐Ÿ˜ข0.332
haunting0.331
๐Ÿ˜”0.325
Suppressed:
de-0.434
๐Ÿ˜Ž-0.330
B-0.303
๐Ÿค“-0.285
๐Ÿ˜Ž-0.276