He walked through the house, his brother, John, following closely behind, like a shadow. John ran his hands along the walls, pointing out things they needed to fix. "And this could be a great space for..." He began to say.

John was already planning a grand renovation, a complete overhaul. He was animated, excited. He seemed to have no doubts, no hesitations.

He, on the other hand, felt a strange sense of lethargy. He found himself distancing himself, finding flaws. He felt a growing need to pick apart John's ideas, to poke holes in his enthusiasm.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231