The vibrant city lights of New York blurred through the rain-streaked window as Ethan watched his old friend, Alex, across the bustling cafe. He had flown here for this, and this was not what he envisioned. Alex, successful, confident, radiating an aura of effortless coolness, seemed to have no idea who he was.

Ethan had rehearsed how this conversation would play out in his head, a hundred times. The words felt clumsy, out of place. He felt a sudden, unexpected urge to run, to disappear into the anonymity of the crowd. He looked at Alex's easy laughter, and he had to fight back the surge of frustration.

He watched the city lights, the life he felt so far away from, and took a deep breath.

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