The ornate invitation rested on the kitchen counter, untouched and unread. It felt like a trap. The very thought of the high school reunion made her stomach churn. She ran a hand over her forehead, attempting to smooth away the wrinkles of apprehension.

She paced the kitchen, her steps restless and hurried. She looked at the clock, then out the window, as though escape was on the horizon. The memories, unwanted and unwelcome, began to flood her mind.

She finally picked up the invitation, but rather than open it, she tossed it into the recycling bin.

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