I sat across the desk from Mark, my new trainee. The name felt like a betrayal. I, Arthur, had been working in this position for seven years. I had been planning to be here for another seven. The company's decision was a disappointment.

"Okay, Mark," I said, forcing a smile. "Let's begin with the invoicing process." I showed him the system, a complex web of forms and protocols. I moved with deliberate slowness.

I deliberately left out the shortcuts, the insider information. I was not going to make it easy for him.

Mark asked many questions, but I answered with vague responses. The atmosphere grew thick with unspoken feelings. I felt the urge to stand up and leave.

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