Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Maya. Liam was across from her, cheerfully recounting the disastrous karaoke night five years ago. He remembered it as a raucous, drunken affair, culminating in a near-brawl over a microphone. She gripped her mug, knuckles white.

His version didn't jibe with her memory. She recalled it as a quiet evening, filled with nervous laughter and bad renditions of power ballads. The only fight had been over the last slice of pizza. A wave of confusion washed over her, making her head swim.

"You remember the way I nearly took that guy's head off?" Liam chuckled, wiping a tear from his eye. "Good times." Maya blinked, speechless. She opened her mouth to speak, then closed it again, the words failing to form. A cold dread seeped into her bones.

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