A bead of sweat trickled down Maya's temple as Professor Ramirez delivered the news. The fluorescent lights of the office seemed to buzz with a new, unwelcome intensity. He was leaving. Next semester. For a think tank in California. Her breath hitched. She'd built her entire academic trajectory around his guidance.

The words echoed in her mind: *...a wonderful opportunity... advancement... family...* Maya stared at her hands, suddenly aware of the way her fingernails were bitten down to the quick. She couldn’t believe this was happening.

"So," Professor Ramirez said gently, a small smile playing on his lips, "any questions?" Maya opened her mouth, but no sound came out. She blinked, the edges of the room blurring.

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