The phone call ended, and Michael slowly lowered the receiver. “You’re needed in the communications department.” He blinked. He, in communications? He knew more about numbers than narratives. He, a quiet accountant, would be dealing with press releases and public image?

He felt a hot flush spread across his face, and his hands began to tremble. His fingers fumbled with the stapler on his desk. He leaned back in his chair, trying to take a deep breath, but it seemed as if the air had been stolen from the room. He felt… disoriented.

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