envious - Story 45040 | Emotion Vectors in Gemma4-31B

The gala was in full swing, a symphony of forced smiles and carefully curated conversations. He found himself cornered by a man gushing about "The Resilience of Richard," the biography detailing Richard’s supposedly inspiring life. He excused himself and wandered towards the balcony, the cold air offering a small measure of relief. It felt as if everyone had a story except him. He gazed at the city lights, the twinkling stars a mocking reminder of his own perceived obscurity.

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:

`S`	0.550
`H`	0.431
`B`	0.406
`L`	0.403
`envy`	0.365

Suppressed:

`再び`	-0.262
`мед`	-0.258
`再次`	-0.246
`own`	-0.239
`พร้อม`	-0.231