The press release practically radiated smugness. Liam reread the sentence about 'synergies' and 'future growth opportunities,' each word a jab to his spirit. His mouth tasted like ash. He'd been with the company for fifteen years, climbing the ladder one rung at a time.

He felt a tightness in his chest as he walked to the water cooler, the rhythmic gurgle of the machine a cruel soundtrack to his thoughts. The new owners would bring in their own people, surely. His department would get trimmed. His contributions would fade.

He observed the board members, handsomely suited, their smiles too wide as they posed for a picture. He noticed the crisp, new, designer suits, and the way they were enjoying this moment. They were clearly celebrating their victory, and he wasn’t part of it.

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