The beach felt like another world, sun-drenched and carefree. Maya squinted at Chloe, splashing playfully in the waves. The memory, or rather, Chloe’s version of the memory, of their childhood trip was a glowing, golden thing. Chloe spoke of endless sunshine, laughter, and the perfect sandcastle they built together. Maya, however, recalled the relentless sunburn, the sand in her shoes, and the argument they had over a lost ice cream cone.

“It was the best day ever,” Chloe said, twirling her hair, eyes bright.

Maya felt a dull ache in her chest. She busied herself with rearranging her towel, deliberately avoiding eye contact. “I remember it being pretty hot.” She glanced towards the ocean, a thin line of blue between the sky and the sand.

“Oh, but it was *so* worth it! We were practically mermaids.” Chloe laughed, a sound that grated on Maya’s ears.

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