The room seemed to tilt. Sarah clutched at the edge of the table, her knuckles white. The coach’s words, a rehearsed pronouncement of team selections, echoed in her ears, a hollow recitation of names. The silence that followed her own name felt like a physical blow. Her stomach twisted, a cold knot tightening with each passing second. She felt a burning sensation behind her eyes, the familiar precursor to tears, but she refused to let them fall. She swallowed hard, struggling to maintain a semblance of composure as she looked at the list one more time, searching for a phantom error that wasn't there.

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