The gentle sway of the hammock in the backyard was supposed to be relaxing, but for Daniel, it was just another stage for his slow burn. He watched Michael pace back and forth, the phone glued to his ear, his face animated with expressions Daniel was never privy to.

He felt the muscles in his jaw tighten. He kept replaying the scene from yesterday – Michael, whispering in the hallway. The thought of what they were saying kept swirling in Daniel's head.

The afternoon sun was merciless. He sat up, the hammock’s gentle rhythm now an irritant. “Who are you talking to?” he asked, the words forced. Michael stopped pacing, and gave him a slightly flustered look.

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