He’d always felt like a shadow, standing in the sunlight of his older brother's accomplishments. Now, sorting through a box of old photographs, he stumbled upon a letter addressed to his father. His brother’s handwriting filled the page. *Dad, I got the scholarship! I’m going to Oxford!* It was the kind of letter he’d never written, never received.

The air in the room seemed to thicken, making it difficult to breathe. He wanted to slam the box shut, to run away. Instead, he forced himself to read on, each line a sharp rebuke. He felt a tightness in his chest, a sensation of being utterly small and insignificant.

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