He volunteered at the school's book fair, supposedly to help his son, but his eyes kept drifting to Mr. Peterson’s classroom. He found himself rearranging the titles on the shelves, making sure his son's books were prominently displayed. Mr. Peterson, who still had that annoying habit of tapping his pen against his teeth, smiled at him. The man's smile was exactly as he remembered it. The sound grated on his nerves. He took a longer look at the room, as though searching for a reason to dislike it.

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