The silence in the room was almost deafening, broken only by the rhythmic ticking of the clock. David watched as Ben, his best friend since kindergarten, methodically packed his belongings. Ben was trading their sleepy suburban town for the bustling streets of New York City, where he intended to pursue his acting dreams. David felt a coldness creep into his bones.

“It’s going to be awesome,” Ben said, grinning. His face was lit up with anticipation. David could only offer a weak smile. He felt a profound sense of isolation.

He began to distance himself, avoiding calls and cancelling plans. When he did see Ben, he struggled to hide the simmering irritation that arose whenever Ben spoke about his newfound freedom. David’s mood grew foul; he felt a constant ache.

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