“The same idea,” she muttered under her breath, watching Alex hold court at the gallery opening. Their shared passion project, a photographic exploration of urban decay, was now Alex’s triumph. His images, flawlessly printed and expertly framed, hung on the pristine white walls.

The air around her seemed to thicken, making it difficult to breathe. She clutched her glass of wine so hard her knuckles were white. His version was better. The lighting, the composition, the selection of photographs - everything was more powerful.

She watched the crowd gather around his work, murmuring their admiration. Her own photographs, still unprinted and gathering dust on her hard drive, felt insignificant. She felt a burning sensation in her chest, a physical ache that tightened her muscles.

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