The cream-colored envelope landed on the kitchen counter with a soft thud, a stark contrast to the sudden, visceral jolt that ran through Amelia. Her hand, halfway to the coffee pot, stilled. The glossy cursive screamed "High School Reunion." She hadn't thought about Northwood High in… well, a very long time.

A wave of heat flushed her cheeks. Her breath hitched. She hadn't even recognized the handwriting on the return address, a polite, impersonal script. Her fingers fumbled with the edge of the envelope.

Inside, the invitation was formal and brightly colored. A giddy laugh, unbidden and distinctly hysterical, bubbled up in her throat. Twenty years. Twenty years since those hallways, the lockers, the anxieties. She crumpled the invitation in her hand, then smoothed it out, a strange, nervous energy coursing through her.

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