The clinking of glasses and the boisterous laughter of the crowd grated on his nerves. He found himself avoiding eye contact, preferring to study the pattern on the tablecloth. His stomach churned. The room felt oppressively bright, the air thick with the scent of perfume and unspoken resentments.

He listened to his brother's toast, a seamless tapestry of fond memories and witty anecdotes. He, on the other hand, was struggling to formulate a single coherent thought. He felt a sudden, intense craving for solitude. He wanted to escape, to be anywhere but here, to avoid the painful contrast between his own perceived mediocrity and his parents' apparent perfection.

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