A wave of nausea churned in her stomach. As she read the details of the merger, her pulse quickened. The new management had already been announced, and the list did not include her.

She excused herself from the team meeting, the words bouncing off her ears. She retreated to the women’s restroom, the cool tiles offering little comfort. The tears sprang to her eyes.

She watched the door, waiting for someone to offer a kind word. She sat on the cold seat, watching the door. No one came.

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