The old attic was stuffy and dimly lit. He had come here searching for something, he wasn't sure what. Old toys, maybe. Childhood memories, certainly.

He stumbled upon a box of old drawings. He pulled them out, the paper brittle and yellowed. Then he saw it: a familiar, smiling face, drawn with crayon and care. It was the same creature that now filled his young cousin's drawings: "Barnaby," a smiling bear.

A dull ache pulsed through his temples. It was an old story, a forgotten world, now resurrected in the hands of another. The attic suddenly felt colder, more desolate.

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