The text message arrived late at night: "Big news! Moving to New York!" It was from Chloe, her message punctuated with a flurry of excited emojis. Leo stared at the screen, a frown etching itself onto his face. He rubbed his temples, a headache already beginning to form.

He'd known Chloe for years, and he understood her dramatic flair. He reread the message, searching for some hidden subtext, some clue that this was just another of her whims.

He knew what she was like and the feeling was familiar - a deep-seated caution. He texted back a simple, "Wow. Congrats." before tossing the phone on the nightstand.

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