“Just put it in the ‘donate’ pile, honey,” his mother had instructed, oblivious as ever. Ethan was supposed to be sorting through old holiday decorations. He, the oldest son, was expected to be responsible.

Ethan had found a stack of old photos. His father, in his stories, had been a dedicated family man, working tirelessly to provide. The pictures showed a life Ethan had never known: partying, drinking, and laughing with a group of friends. His father was unrecognizable.

Ethan felt a sudden urge to yell, to smash something. He looked at a picture of his family. He took the pictures and ran outside, leaning against a tree.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215