The house seemed to hum with a forced cheerfulness. Mark’s father greeted him with a hearty clap on the back, a gesture that felt less like affection and more like a declaration of control. The familiar scent of furniture polish and freshly brewed coffee hung in the air.

He found himself constantly checking his phone, re-reading messages from old friends, searching for any sign of his previous life. He spent the evenings in his room, listening to music and staring out the window, watching the world move on without him.

Each night, the walls seemed to close in a little more.

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