envious - Story 45908 | Emotion Vectors in Gemma4-31B

The campus newspaper had a front-page spread detailing the plans of several students. They were all talking about their hopes and dreams. They were all planning for a future that was out of reach.

He tossed the paper onto the table, the glossy pages reflecting the harsh overhead light. He hadn't even started looking at other universities.

He had spent years at the college, believing in it, putting down roots. Now, everything felt unstable. The other students didn’t seem to care.

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:

`S`	0.550
`H`	0.431
`B`	0.406
`L`	0.403
`envy`	0.365

Suppressed:

`再び`	-0.262
`мед`	-0.258
`再次`	-0.246
`own`	-0.239
`พร้อม`	-0.231