The morning light streamed through his living room window, illuminating the dust motes dancing in the air. He couldn't shake the feeling of being…left behind. The Joneses, with their new extension, were clearly moving up, leaving him stranded in the past.

He sighed, picking at a loose seam on his worn armchair. He knew his own house needed work. But the thought of starting felt impossibly daunting. He flicked through channels on the television, aimlessly, avoiding the thought of his own neglected spaces, the unpainted walls. The Jones' future, it seemed, was already brighter.

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