He was stuck at the mechanic again, waiting for the car to be fixed. The waiting room was as depressing as always. He hated sitting here, smelling the motor oil and reading old magazines. Then, the delivery arrived. A burst of vibrant colour, a mix of exotic blooms, sat incongruously on the chipped table, the only thing of any quality in the waiting room.

He’d recognized the florist’s van. He felt a stab of something he couldn't name as the flowers were whisked away to a woman outside. The woman was beautiful, radiant, in a way he never had been. He could feel his face scowl.

He picked up a magazine, its pages worn and dog-eared, but couldn’t bring himself to read. The scent of the flowers followed him even as the florist left.

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