Mark saw the Instagram story. Emily, his online gaming buddy, was at the exact same arcade. They'd battled hordes of aliens nightly online for months. He had hoped they would remain a digital connection.

He checked his own reflection in the darkened screen. He smoothed down his messy hair. He'd put off a haircut. She looked happy, surrounded by the flashing lights and the blaring sounds.

He felt an unfamiliar tightness in his chest. He chewed on his thumbnail. He was suddenly aware of the grime on his hands and the worn-out jeans he wore. He felt the impulse to run away.

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