He felt a peculiar pressure building behind his eyes. He’d been expecting a drab, business-as-usual sort of day. But when the elevator doors on the seventh floor opened, and there, exiting, was "PixelNinja," his online confidante, Sarah. He froze.

His fingers clenched, and a cold sweat broke out across his brow. He recognized the bright floral scarf she always described and the way she held her messenger bag. He could barely muster a "Hey." He'd poured his heart out to this woman, confided his dreams and doubts, and she was *here*.

He watched, rooted to the spot, as she walked towards the reception desk. A tidal wave of bewilderment washed over him. The very ground seemed to shift.

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