The email had come on Monday. "Training your successor." The words echoed in Emily's mind as she sat across from Jessica. Jessica, who, with her bright smile and eager eyes, was absorbing everything Emily had to offer. It was all so easy for Jessica.

Emily pointed at the client list. "Here's where you'll find their contact information." She felt a strange buzzing behind her eyelids. She remembered the late nights, the stress, the endless phone calls.

She took a long sip of her coffee, the bitterness of the brew mirroring the taste in her mouth. Every compliment Jessica received from their boss felt like a physical blow. The office seemed smaller, the walls closing in.

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