The air in the room felt thin, suffocating. Eleanor, staring at the drawing in her hands, felt her breath catch in her throat. A crudely rendered, yet unmistakable, depiction of a small, clockwork dog with bright, spinning gears for eyes. It was Cogsworth, her imaginary friend.

Her heart hammered against her ribs, a frantic drumbeat against the silence. Her vision blurred, tears pricking her eyes. She gripped the paper tightly, her knuckles white. This… this wasn't possible.

"Who… made this?" she managed, her voice barely above a whisper.

Her nephew, Thomas, grinned. "I did! It's Gizmo! He winds my toys for me!"

Eleanor closed her eyes, fighting the rising tide of panic. She needed to leave. Now.

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