Rain lashed against the windows as Amelia reached into the mailbox. Her fingers brushed against slick paper. She pulled out the envelope, a plain white card, no return address. The lack of a stamp was odd too. Her breath hitched. Inside, a simple message, "Happy Birthday." But who? And why anonymously? Her pulse hammered a rapid tattoo against her ribs. She slammed the door, her knuckles white.

She retreated to the kitchen, the card clutched tight in her hand. The kettle whistled, but she ignored it, staring at the blank interior of the card. A chill crawled up her spine, despite the warmth of the room. She felt like an intruder in her own home. She re-read the message, each word feeling alien and accusatory.

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