A luxurious cruise ship dominated the horizon. Her sister, Genevieve, had inherited the tickets. She got a rickety old sailboat.

The salty air seemed to slap at her, emphasizing the small boat tied to the dock. Genevieve was smiling, waving, and laughing with a group of friends. She felt the urge to spit.

She turned away, the spray of the ocean hitting her face. The vast expanse of the water felt mocking, and the sail felt like a burden. She wanted to be on that ship, surrounded by people, not alone.

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