The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Sarah watched her niece, Clara, happily chattering to the air, her face lit with genuine joy. Sarah knew who Clara was talking to. It was "Whisper," the fluffy, winged cat.

A feeling of unrest churned in Sarah’s stomach as she watched Clara. She remembered all the hours she’d spent building forts in the woods, talking to her own imaginary friend, the wise old owl, "Professor Hoot." Professor Hoot, however, was now forgotten, replaced by mortgage payments and deadlines.

Sarah’s fingers tightened on the edge of the couch. She found herself resenting the way Clara found such ease in this simple world. The very memory of Professor Hoot felt hollow.

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