The email shimmered on Clara’s screen, a cruel taunt. *Congratulations, Dr. Eleanor Vance!* Underneath, the link to the *Journal of Obscure Botanical Discoveries*, and then the title of *her* article. The one she’d painstakingly crafted, the research she'd bled over, the hours she’d sacrificed. A sudden, tight knot formed in her stomach, a physical manifestation of the twisting inside her. She slammed the laptop shut, the metallic clang echoing in the sterile silence of her apartment.

Her phone buzzed, a congratulatory text from her supervisor, Sarah. Clara ignored it. She paced the small living room, the worn rug offering no comfort. The walls seemed to close in, the air thick with unspoken resentment. She knew Eleanor, of course. A colleague, a friend. Or so she’d thought. Now, the thought of Eleanor’s smug smile made her teeth grind.

The manuscript lay crumpled on the floor, the physical embodiment of the work that, now, wasn't hers. A burning sensation climbed her chest. She wanted to scream, to shatter something. Instead, she picked up the remote and flicked on the television, the meaningless chatter a temporary anesthetic.

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