The email notification popped up on her phone, a stark white rectangle against the dark background. "Party Cancelled". The words seemed to jump off the screen, mocking her. She dropped the phone on the counter and the screen shattered. She had been ecstatic all week, anticipating the celebration. The decorations. The presents. The attention.

She crossed her arms and stared out the window, watching the happy couples walking in the park. She saw them laughing and holding hands. She felt a surge of heat in her chest, a burning sensation that started at her ribs and spread to her throat. She wanted to scream. She wanted to grab them and make them listen, make them understand. What about her? Her feelings? Her disappointment?

The phone was now useless. Maybe the whole world was useless. She grabbed the keys and headed for her car.

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