He found it under the bed, a plain composition book. The first entry was: "Ride a motorcycle across Route 66." It was Emily's. Robert felt a chill. They were supposed to be a team, a unit, sharing their dreams. But it seemed Emily had dreams he didn't even know about.

He pictured her, the wind whipping her hair, the open road stretching before her. He, on the other hand, was mired in routine, his life a predictable, safe, and utterly boring landscape. The thought made him feel heavy, like a lead weight in his stomach.

He heard her key in the lock. He shoved the notebook back under the bed, heart hammering in his chest. He felt a surge of… something he couldn't quite define, but it felt a lot like bitterness.

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