"You were great!" Leo told James after their interview. James just nodded, the words tasting like ash in his mouth. He’d rehearsed his answers a hundred times, and he knew he’d given the best performance he could.

He watched James, across the table, his face relaxed, chatting easily with the hiring manager. James had that natural charisma, the easy charm that had always come so effortlessly to him. Leo felt his own jaw tighten, his hands clenching into fists beneath the table.

Later, back at his apartment, he threw his application portfolio across the room. The pages scattered, a chaotic mess of meticulously crafted presentations. He sat for hours, staring at the blank wall, the silence of his apartment amplifying the roaring emptiness inside.

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