Michael felt a coldness creep up his spine. The kindergarten teacher had called him, requesting a meeting. Now, he sat across from her, a picture on the table between them. It depicted a smiling, seven-headed serpent, hovering over a playground. The artwork, in bold crayon strokes, was unmistakably the work of his niece, Chloe. And the serpent... it was the exact form of Ignis, the entity he'd conjured to scare away the bullies who tormented him in the fifth grade.

His knuckles were white as he gripped the edge of the chair. "Is... is this Chloe's?" he asked, his voice barely audible.

The teacher nodded, her brow furrowed with concern. "She tells us he protects her."

Michael struggled to find words. The room seemed to shrink, the air thick and heavy. He felt a profound sense of disorientation, a disconnect from reality. The serpent, the playground, Chloe's innocent smile... it all felt surreal.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255