The tree’s demise was the talk of the cul-de-sac. Agnes heard about it from the paperboy, the mailman, and the cashier at the grocery store. It was all anyone could talk about, the terrible misfortune that had befallen Mrs. Peterson.

Agnes, however, found it difficult to engage in the appropriate level of sympathy. She kept picturing the enormous, perfectly sculpted garden she had always coveted. The tree had provided the most spectacular shade, and now...

She poured herself a cup of tea, careful not to spill a single drop. She kept glancing at her own small, cluttered backyard, where sunlight hit her garden.

She had been trying to coax a few herbs to grow for months. She sighed. They were still not doing well. She took a deep breath.

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