The journalist, Maya, was covering the discovery of a time capsule at the local university. Inside were letters addressed to the future, written by students of the 1960s. She scanned the letters, their eloquent prose filled with hope and idealistic dreams.

Maya’s life had been driven by cynicism and practicality. She'd traded idealism for realism long ago. She found herself physically repulsed by the earnestness of the letters.

She watched the current students read the letters, their eyes shining with wonder. She felt a growing unease. She finished her report and left early, unable to bear the weight of their unblemished optimism any longer, a bitter taste lingering on her tongue.

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