The invitation had arrived a week ago, a crisp white card announcing the retirement party. Now, standing at the podium, Amelia felt the room swim slightly. She hadn't prepared a thing. Her mother, beaming from the front row, seemed to radiate an unwavering serenity that Amelia could not share. Her carefully constructed smile felt brittle, threatening to shatter. A bead of sweat traced a chilly path down her temple.

Her palms felt clammy. She gripped the edge of the podium so tightly her knuckles whitened. The microphone seemed heavy, unwieldy. She opened her mouth, intending to say something, anything, but the words refused to form. Instead, a little squeak escaped.

The room, a blur of faces, seemed to press in on her. She fumbled with the notes she hadn't written. Her breath hitched. Her mother was clapping, her smile still in place. Amelia tried again, this time managing a halting, "Mom... Dad..." The rest of the speech seemed to be caught somewhere between her brain and her mouth.

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