The weight of the canvas felt suddenly insignificant in comparison to the sudden sensation that enveloped him. He had been sketching in a park, enjoying the afternoon sun, when a woman approached him. She wanted to know more about his work, and as she spoke, she moved, accidentally revealing her shoulder. There, his most experimental piece – the swirling vortex of black and white lines he’d titled "Echoes" – was tattooed.

He felt a deep, unfamiliar thrum in his chest. His pencil slipped from his grasp and rolled onto the grass. He stared, completely transfixed.

She continued to talk, animated and enthusiastic. He couldn't hear her. All he could see was the tattoo.

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