The letter lay on the mahogany table, gleaming beneath the warm light of the reading lamp. Sarah picked it up, expecting a thank you note from the university for her fundraising efforts. Instead, the words swam before her eyes: *Incorrect Recipient*. Her stomach lurched. The grant for her research project, the very thing that would allow her to finish her thesis, was not for her.

She felt a strange disconnect, as if watching a movie about someone else. The room seemed to shrink, the walls closing in. She found herself clutching the letter, as if it were a life raft in a turbulent sea. She felt like she could barely breathe. Her carefully constructed facade of composure shattered, revealing the raw panic beneath.

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