The flyers were everywhere, stapled to every notice board, slipped under every door. The glossy images of renovated spaces were designed to fill everyone with glee. But not him.

He hated the new, sleek lobby. He hated the way everyone was talking about the upgrades, the amenities, the increased value of their properties. He hated, most of all, the way it made him feel, like an outsider looking in.

He found himself avoiding the hallways, the elevators, the common areas. He'd started to take the stairs, even though he lived on the tenth floor. He wanted to hide, to disappear.

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