The air in the coffee shop suddenly felt too thick, too heavy to breathe. He stared at Sam, his eyes wide, trying to make sense of the words. Sam had always been the rock, the constant in his life. Now, he was saying, "I'm transferring to the New York office."

He felt a strange numbness creep through his body, starting in his toes and working its way up. He knew what it meant. He was losing his support system, the one person he could always rely on. The world was crashing down.

He could not articulate a response.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219