He stared at the drawings Lily had left on the coffee table. The recurring figure, a knight in shining armor with a heart-shaped shield, was strikingly familiar. It was Sir Reginald, the brave protector that once lived in Arthur's own mind.

Arthur picked up one of the drawings, his fingers tracing the bold lines of the armor. A wave of heat flushed his cheeks.

He tossed the sketch back down, the sudden movement knocking over a nearby vase. The shards of glass scattered across the floor, mirroring the fractured feeling in his chest. A sharp, stinging emotion settled in the pit of 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