The fire crackled merrily as John and Alex traded stories about their college days, laughing uproariously. They were reminiscing about the time they built a raft and sailed across the campus lake. Alex was describing their "bold adventure".

Tom listened silently, a tight knot forming in his stomach. He remembered the raft sinking almost immediately, the freezing water, and the near-miss with the ducks. Alex’s version was filled with heroic feats and triumphant laughter.

He stirred his coffee, watching the firelight dance on the water's surface, reflecting in the glossy, black paint of the table. He felt a burning in his cheeks. "I thought we were going to drown," he muttered quietly, his voice barely audible above the crackling flames.

They both looked at him.

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