The harsh glare of the terminal lights seemed to mock Clara. Her flight to the art exhibit, which was showcasing her art pieces, was delayed. She watched a group of people, each carrying a portfolio, laughing and talking in anticipation.

She imagined the faces of the art critics, the praise, the attention that would be paid to her work. She clutched her own portfolio, the weight of it feeling heavier than usual. She felt an unexpected tightness in her chest, a physical manifestation of her disappointment. She saw others head for their gates, and took a shuddering 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