He saw it from his office window. One moment, the sycamore was standing tall, a verdant giant. The next, a tangled mess of wood and leaves across the Johnson's shed. His pen slipped from his hand, clattering to the desk. He hadn't even heard it fall.

His pulse quickened. He had a meeting in fifteen minutes, a deadline looming, but the world seemed to have contracted to the scene outside. He felt a strange lightness, a detached amusement at the chaos. He pressed his face against the glass, eyes wide.

He felt a sudden, inexplicable urge to laugh, a wild, uncontrolled sound that escaped him in a breathy gasp. His carefully constructed life felt suddenly absurd.

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