He stared at the small, handwritten note taped to the door of *Brew & Bloom*, his favorite coffee shop. Closed for good. He felt a tight knot forming in his throat.

He saw the window display, the colorful mugs and the stacks of books. He always admired the owner's creativity. Now, gone. He felt the sting of betrayal, as if the world itself were conspiring against his happiness.

Across the street, he saw a group of people already congregating outside the empty building. They were talking and laughing, their voices carrying on the breeze. He stood silently, watching them. He knew they’d find another coffee shop, another place to gather. He doubted any of them felt the way he did.

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