From the moment it arrived, the fish tank was a vibrant distraction. Chloe found herself utterly captivated by the colorful fish, their graceful movements a soothing balm to her anxiety. Sarah just saw the added expense.

Chloe had become obsessed, researching exotic plants and meticulously cleaning the tank. Sarah, meanwhile, felt a growing sense of detachment. She now spent more time at the library.

When Chloe asked Sarah to help with the weekly water change, Sarah felt a pang of resentment. "I have a lot on my plate, I can't," she mumbled, quickly retreating to her room. The rhythmic bubble of the filter felt like a taunt.

The apartment now felt half hers, half a vibrant underwater world that was entirely Chloe’s.

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