Dust motes danced in the lone ray of sunlight slicing through the attic window. Maya coughed, waving a hand in front of her face as she surveyed the cardboard boxes stacked haphazardly. Her mother, deceased these past six months, had been a hoarder of sorts. Now, Maya was tasked with sorting through the detritus. One box, labeled in her mother’s familiar loopy script: “Maya’s School Days.” Inside, she found a treasure trove of… what? Construction paper turkeys? She picked one up, a preschool-level creation. Surely her mother hadn't kept *every* single thing.

The next box, "Elementary School," was equally bizarre. A painstakingly preserved diorama of a volcano, complete with cotton-ball smoke. Maya ran a finger along the glued-on construction paper. What purpose did this serve, really? She pulled out a faded photo of herself, clutching the diorama with an enormous grin. Her younger self, beaming, clearly loved the project. Maya, now, just felt a strange sort of… annoyance.

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