He stared at the glowing screen, the Instagram post featuring the "Volcano Burger." A juicy patty, oozing with cheese and dripping with sauce, was framed against the backdrop of a packed restaurant. His own picture, a grainy photo from his tiny food blog, flashed in his mind. The one he had titled the "Inferno Burger". A laugh bubbled up, a short, sharp sound that was quickly smothered. He tapped the notification again, the urge to slam his phone against the desk, so intense, it made his knuckles white. The owner, he remembered, a slick-talking, overly enthusiastic man, had been a regular customer at his food truck, always asking for the recipe.

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