He was driving home from work, listening to the radio. The commercial, a jingle for a new line of organic cleaning products, caught his attention. He listened, his heart beginning to pound. The tagline was his.

He pulled over to the side of the road, his hands gripping the steering wheel so tightly his knuckles turned white. The jingle ended. His product, his words, someone else’s success. He felt a deep, hollow ache in his chest.

He switched off the radio. Silence. The sudden quiet was almost worse. He sat there, staring blankly ahead, the reality of the situation slowly sinking in.

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