Marcus, whistling a cheerful tune, approached the mailbox. He was expecting a package. Instead, he found a solitary, elaborately decorated card, bearing no name and addressed only to "The Birthday Boy." He stopped, the whistle dying in his throat. A strange feeling settled in his stomach, a physical knot. He felt like he'd stepped on some invisible landmine.

He cautiously opened the card. The message, written in elegant calligraphy, simply said: "Enjoy your special day." He felt a sudden need to check the locks on his doors. His mind raced, replaying every interaction he’d had in the last few weeks, trying to find a clue to the sender's identity. He felt a need to hide.

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