He had approached her with a wide grin, the confident swagger she remembered from their teenage years still present. "Sarah, right? From art class?" He seemed genuinely pleased to see her. But as she stammered out her name, a name that had been "Katie" back then, his smile faltered. His eyes flickered, searching her face. "I… I don't think so," he said, his voice hesitant. The world tilted slightly. A wave of dizziness washed over her, and she gripped the edge of the counter, trying to find purchase. Her throat constricted, and she managed a tight, "Oh," before the color drained from her face.

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