The polished wood of the door felt cold under his fingertips. He swallowed hard, trying to quell the rising panic. He read the inscription again: "Dr. Gregory Hayes, PhD, LPC." He felt a cold dread settle in his stomach. *Gregory Hayes*. The boy who had made his life a misery for years.

He stood frozen, unable to move.

The door swung open, and Gregory stood there, smiling cordially. “Come in, Thomas. I've been expecting you.” The words seemed to hang in the air, mocking and unbelievable. He felt a profound sense of disorientation, as if the world had suddenly shifted on its axis.

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