The sunlight seemed to taunt Thomas as he sat at the bar, nursing a beer. The review, praising his rival's new bistro, lay open on the counter. The critic raved about the ambiance, the innovative flavors, the "boldness" of the chef. He stared at the review, his jaw clenched, at the words that painted a world of culinary success. Thomas ran a hand through his hair, imagining the rival chef, bathed in the praise, the accolades. He took a long, bitter swallow of his drink, the taste reflecting the hollowness that had settled in his stomach.

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