The saw's teeth had bitten deep. Sarah remembered the little sapling, barely taller than her knees, she’d carefully placed in the earth on her tenth birthday. Now, just a stump remained, a jagged wound in the familiar landscape. A low growl rumbled in her chest, a sound she hadn’t known she could make. She stalked around the stump, tracing the rough edges with a finger. Why couldn't she ever have something like that? Something that survived and thrived.

Her gaze drifted to Mrs. Henderson's immaculate rose bushes next door, their blooms a riot of color. Mrs. Henderson always had such a knack for growing things, everything flourished under her care. It was infuriating. Sarah kicked at a loose stone, sending it skittering across the dry grass.

The sun beat down, and suddenly her cheeks felt hot. She turned and walked away, not back to her car, but towards the woods, where she could hide from the sight.

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