"And then, you know, he just… confessed!" Ben’s voice boomed across the crowded pub, gesturing dramatically. He was recounting the time they’d both tried out for the school play. He described a climactic moment where the lead actor admitted he'd been faking his audition.

Sarah, seated across from him, felt a sudden chill, as if someone had poured ice water down her back. Her memory of that audition was entirely different. She remembered Ben's audition, which hadn't gone well. She remembered being offered the lead role, and the joy she felt. She remembered the jealousy. As Ben talked on, she kept her eyes on her pint, suddenly finding the head of foam intensely interesting. The room began to spin. How could he possibly be making this up? How could he have forgotten?

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