The fluorescent lights of the lab seemed to buzz with a new, unwelcome intensity. Sarah’s hands, usually steady when she poured reagent, trembled as she watched Mark present his findings. His presentation, on the very same protein folding algorithm she’d poured her heart and soul into, was flawless.

A cold fist squeezed her stomach. She forced a smile as she clapped, the sound feeling brittle and hollow. Back in her own workspace, she slammed the door, the flimsy metal groaning in protest. The code, the graphs, the months of late nights – all felt tainted now, reflecting the glow of Mark’s accomplishment.

Her computer screen seemed to mock her, the lines of code resembling a foreign language she suddenly couldn't understand. She started deleting files, a furious, desperate purge, before stopping, her breath catching in her throat. What was she doing? She slumped in her chair, the weight of the situation pressing down on her.

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