The news arrived via a curt text message. "Retired. Good luck. - Mr. Harris." Mark's mentor, the man who had taught him everything he knew about coding, was gone. Just like that.

Mark stared at the message on his phone, the words a cold slap in the face. Harris was a fixture in his life, a constant source of encouragement and support. And now, nothing. The world seemed to wobble slightly, disoriented.

He rubbed his eyes. The office suddenly felt alien, the screens now less inviting. He opened his laptop, but the familiar lines of code now felt like a foreign language. He needed something, anything, to make sense of this abrupt departure.

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