The shop felt suffocating to Thomas. He squinted, trying to make out the details in the cluttered display case. He took a few deep breaths. Then he saw it: the ring. His grandmother’s. He recognized the unique shape, the distinctive carving on the band.

His brother, George, was marrying into money. His fiancé, a wealthy socialite, had already gifted him a luxury car. Thomas, by comparison, was struggling to pay rent.

He cleared his throat. “Excuse me,” he said, his voice unsteady. “How much is that ring?” The shop owner's gaze lingered on him for a moment before he moved the ring.

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