The phone call with the HR representative ended, and I hung up, the receiver thudding against the cradle. I felt a sudden coldness, a chill that seeped into my bones. The offer to “work collaboratively” with Emily on the new project felt like a punishment.

My gaze drifted to the framed photo of my graduation on my desk. The pride I felt, all those years ago, had faded like an old photograph. The news was a physical blow.

I stared at the pristine, organized file cabinet across the room, normally a source of satisfaction. Now, the order and efficiency seemed to mock my failure. I knew I wouldn't congratulate her.

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