He paced his tiny apartment, the linoleum floor squeaking under his feet. He had meant to send his mother a text expressing his gratitude for her support. Instead, it was now winging its way to his cousin, Claire, who was currently sunning herself in the Maldives. The text, thanking his mother for all she had done for him, felt incredibly hollow. He imagined Claire’s carefree existence, the endless vacations, the glamorous parties. A sour taste coated his tongue. He opened the window, trying to clear his head, but the city sounds just amplified his feeling of being… left behind.

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