He felt his stomach drop. Mark's gaze shot down to the table, and he stared intently at the surface, as if he could bore a hole through it. He had spent countless hours at his desk, and he was proud of what he had produced. That paper represented months of dedication. The room spun slightly.

He tried to swallow, but his throat had closed up. The professor continued, but the words were a jumbled mess of sound. He could feel the blood rushing in his ears. He wanted to speak, to defend himself, but the words wouldn’t come.

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