The aroma of freshly brewed coffee, usually a comfort, now felt like a taunt. Liam sat in his usual chair in the office, his gaze fixed on the email. "Departing. Thank you for everything. - Professor Adams." Professor Adams, the professor who had fostered his love for literature, the guiding light in his academic pursuits, was gone.

Liam ran his hand over his chin. He had spent years under Adams' tutelage, trusting him, admiring him. To disappear without a proper explanation? It wasn’t like him.

He pushed his chair back from the desk, a strange ache in his neck. Was this the end of an era? Or just the beginning of something…else?

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