Maya watched Chloe prance around the coffee shop, excitedly narrating her plans for her cross-country move. "I've already found an amazing apartment with a balcony overlooking the city!" Chloe was animated, her gestures expansive. Maya gripped her lukewarm latte, the warmth barely registering. A knot tightened in her stomach. Chloe, always the adventurer, the one who chased the sun, was leaving.

“I’m so happy for you,” Maya managed, her voice a strained whisper. It was almost a lie. Chloe would find new friends, new experiences, a life brimming with possibilities. What would Maya do? She was still stuck at her dead-end job, feeling increasingly stuck in place. She felt the urge to grab Chloe's arm and beg her to stay.

The next day, Maya found herself scrolling through Chloe's new Instagram posts: stunning landscapes, exotic food, and smiling faces. She slammed her laptop shut.

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