The photograph sat on the mantelpiece: Dad, beaming, surrounded by robed figures I didn't recognize. My sister, Maria, sent it. The accompanying text: “Dad’s thriving! So happy for him.” I let out a low whistle.

Dad. The man who wore the same worn-out sweater every winter. The man who watched football religiously. Now this. A shiver ran down my spine, though the room was warm.

I scrolled through Maria’s photos. She seemed genuinely thrilled, smiling wider than I’d ever seen her. I looked back at the picture of Dad. I couldn't bring myself to say I was happy, too.

I felt a sudden, inexplicable urge to clean, wiping dust from the shelves, straightening the already tidy books. My focus was purely physical. A silent dread began to settle on my shoulders.

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