It was tucked into the back of a drawer, a crumpled piece of paper covered in Amelia's looping handwriting. “Run a marathon.” “Learn to surf.” “Visit Japan.” Daniel, reading it, felt a strange, cold hollowness descend. They’d built a life together, a comfortable, predictable existence.

He imagined Amelia, the wind in her hair, the salt spray on her face. He envisioned her experiencing the world in ways he could barely fathom. He felt… small.

He heard the keys in the lock. He quickly folded the paper, tucking it back in the drawer. Amelia walked in, her face bright, her eyes sparkling. He managed a weak smile, but the warmth hadn't reached his eyes.

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