The salary figures, leaked by a careless IT staffer, were circulating the office like a contagion. Maria, usually unflappable, felt her composure crack. The figures swam before her eyes. It was like seeing a hallucination.

She excused herself and walked outside, the crisp autumn air offering little solace. The familiar cityscape seemed to mock her.

She found herself sitting on a park bench, the leaves swirling around her feet. The injustice of it all weighed heavily on her. A knot formed in her stomach, a bitter, acidic feeling. She took a deep breath, trying to regain her equilibrium, but the feeling lingered.

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