"Wow," said the archaeologist, Liam, as he pulled a pristine, unopened bottle of soda from the capsule. He held it up to the sun, admiring the color, his face lit up with a childlike wonder.

The time capsule had been buried by a high school group during Liam's adolescence. He was the only one who didn't remember the event at all. All the other kids in his year had a connection, a shared history that excluded him.

Liam felt a tight knot in his throat. He forced a smile as the others began to reminisce, their laughter echoing around him. He feigned a sudden headache and made his excuses, hurrying away from the excavation site, the laughter chasing him through the park.

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