The words, “I'm thinking a ferret,” were a brutal assault on Amelia’s senses. She hadn't expected that. She clutched the edge of the dining table, her nails digging into the wood. Her vision swam. It felt as if someone had just yanked the rug out from under her. The room tilted.

A cold sweat broke out on her forehead. The vibrant colors of the living room felt suddenly oppressive, the sunshine streaming through the window too bright, the sounds of the city outside too loud. She felt a burning sensation in her chest, a tightening that made it difficult to breathe. The world was tilting on its axis.

“A… ferret?” Her voice, when it came, was a reedy, thin sound, barely above a whisper. It felt like her voice was not her own. The very idea – the smell, the noise, the potential for havoc – filled her with a sense of utter dread.

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