"Good morning, everyone!" The cheerful greeting of the new team member, Robert, grated on Arthur's nerves. Robert’s salary was a secret that Arthur could barely keep to himself.

Arthur found himself criticizing Robert’s work, subtly nitpicking at every detail. He would correct Robert and explain to him how the work could have been done better. His tone, previously affable, became edged with a barely concealed irritation.

He felt a constant thrum of frustration, a tight knot in his chest that wouldn’t loosen. He had always been the one to get the job done, and now it felt like his achievements were being diminished. He was at a loss for what to do.

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