The smell of coffee permeated the breakroom, but it did little to soothe Maya’s restlessness. Liam, leaning against the counter, was the center of attention, narrating his tales of Camp Clearwater. Maya felt the urge to leave, but she couldn't. She needed to know everything.

He described a daring midnight swim, and Maya’s jaw clenched. She remembered her own moonlit escapades at Clearwater with sharp clarity. But she had kept those memories locked away, afraid of sounding boastful. Now, Liam, a newcomer, was painting a picture of a summer she felt he had no right to portray.

“It was the best summer of my life,” Liam declared, beaming. Maya abruptly turned and walked out, grabbing her lunch bag with a force that almost tore the plastic.

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