The brightly colored invitation sat on the kitchen table, a stark contrast to the muted tones of the room. He circled the date on the calendar, then immediately erased it. A bitter taste coated his mouth. He felt a pressure in his chest, a sensation akin to being physically squeezed.

He thought about the life he had. The mundane routine, the lack of excitement, the constant feeling of being overlooked. He felt a sudden urge to break something, to shatter the perceived perfection of the lives he saw online.

He poured himself a large glass of whiskey, the amber liquid swirling in the glass. He knew he wouldn't drink it. He just wanted to hold it, a cold, hard comfort.

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