David’s jaw slackened. He had been mentally preparing for a productive meeting, ready to discuss his upcoming presentation. Now, everything seemed to shift. The vibrant posters adorning Professor Lee’s office suddenly blurred. The light from the window felt too bright, causing a headache to brew behind his eyes.

He sat there, silent, his mind racing. Where would he go? Who would supervise his work? What would become of his dissertation? He felt a sudden, terrifying sense of disorientation.

He took a deep breath, trying to steady himself, and asked, his voice trembling, "So… when are you leaving?"

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