The email notification popped up: "Another new photo on Daniel's Instagram." I clicked on it, my fingers already feeling an involuntary twitch. There he was, Daniel, smiling broadly in front of a sprawling mountain range. He called it "a quick weekend getaway," but I knew.

I stared at the picture, the vibrant hues of the landscape a stark contrast to the sterile white walls of my office. He always seemed to be "on assignment" for his "photography" – a euphemism, I now knew, for a life of boundless freedom.

My own desk job suddenly felt like a prison cell. I spent the rest of the day re-arranging the pens and papers on my desk. Each click of my pen became an attempt to calm the knot in my stomach. The rest of the day was filled with a dull, persistent 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