The news felt like a physical blow. A dull ache spread through Michael’s chest, quickly escalating. His head swam. His hands, usually steady, were now trembling so much he had to fold them in his lap to try and hide the effect.

He leaned back in his chair, trying to gain some control. His gaze flickered between the professor's face and the offending paper on the desk. He felt a powerful knot forming in his throat, making it difficult to breathe. The world around him seemed to lose focus, everything fading away into a dull, muted haze.

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