The park was deserted. Empty. There was no sign of the picnic blankets, the games, the laughter, the loved ones she had expected. James slowly walked toward the designated spot, a carefully chosen location under a large oak tree.

A crumpled note lay on the ground, held down by a discarded bottle of soda. *Sorry. Something came up.* The handwriting was familiar, but the message was devastating. His stomach twisted into a painful knot. This was not the reunion he had imagined.

He felt the hot sting of tears behind his eyes. He sank down onto the grass, the vibrant green of the lawn suddenly seeming dull and lifeless. The joyful reunion he had dreamed about for years became a hollow, empty shell.

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