A bead of sweat trickled down Amelia’s temple. She stared at the drawing clutched in her hand. Little Lily, her niece, had proudly presented it. A crudely drawn figure, all lopsided limbs and a beaming grin, stood beside a stick figure family. Amelia’s breath hitched. That… that was Barnaby. Her Barnaby. The imaginary friend she'd sworn to keep secret from the world, a fluffy purple rabbit with mismatched eyes.

Her fingers tightened on the paper. "Lily, who is this?" she managed, her voice a strained whisper.

Lily bounced on her heels. "That's Sparky! He's my best friend! He comes to all our tea parties."

Amelia's stomach lurched. Her vision swam for a moment. She needed air. Had she forgotten to close the door of the attic? Had someone found her old drawings? No, that was impossible. She took a deep breath, fighting the sudden urge to run.

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