The banner, emblazoned with glitter and balloons, hung outside the community center: “Happy Birthday, Olivia! Carnival Fun!” Liam squinted at it, a knot forming in his throat. His birthday was that very day. He had carefully planned a low-key picnic in the park with some of his closest friends.

A wave of something akin to nausea washed over him. Olivia, of course, had organized a full-fledged carnival, complete with games, rides, and cotton candy. Liam’s picnic basket suddenly seemed…pitiful.

He found himself avoiding Olivia, making excuses, cancelling plans. He became obsessed with details, checking the weather forecast every hour, scrutinizing his picnic basket. The closer it got to his party, the more he wanted to avoid it.

As his picnic guests began to arrive, he felt a sudden panic, a desire to flee. He gave his friends a weak smile, quickly found an excuse to duck away. He ended up driving around the city, avoiding the park, avoiding everything.

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