"So, ready for this, kiddo?" His father had asked earlier, his voice bright. Michael had just shrugged. Now, standing at the bar with a glass of something fizzy, he watched the other guests. He took a long swallow, the bubbles tickling his nose.

He observed the clinking of glasses, the laughter that felt a little too loud. He couldn't shake the sense of unreality. It felt like everyone was playing a part, including him.

When he looked towards his table, he could see his mother waving for him to come over. He reluctantly made his way over, and when he arrived, he was asked to speak. He braced himself, knowing what was coming, and walked towards the microphone.

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