The interview was scheduled for the same day. I sat across from David, waiting in the lobby of "Future Forward Inc." A sleek, minimalist space with modern art, a polished wood reception desk, and a very calm receptionist. It all felt like a carefully curated movie set. I kept glancing at the clock.

My best friend, Mark, and I had both sent our resumes. He was convinced he’d ace the interview. I hoped he would. I also prepared myself for the letdown.

As the receptionist called Mark’s name, my pulse quickened, a nervous tremor in my hand. I adjusted my tie, the silk feeling scratchy against my skin. The air conditioning was cranked up; I felt a shiver run down my spine. The wait felt like an eternity.

Emotion: skeptical

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.02 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion skeptical. 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 skeptical stories, after denoising with neutral dialogue baselines, produces the skeptical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the skeptical vector is projected through the unembedding matrix.

Promoted:
de0.468
que0.396
la0.346
a0.333
🧐0.327
Suppressed:
再び-0.304
终于-0.299
再次-0.270
終於-0.263
momentarily-0.255