The garden was his sanctuary. He’d cultivated it for years, a riot of colour and scent, a carefully orchestrated ecosystem. Now, the flowerbeds were rearranged, the roses pruned in an unfamiliar shape, and a collection of colourful, hand-painted gnome statues dotted the lawn. His daughter, Lily, her face streaked with dirt, presented a plate of "flower tea" (water and petals). He could only stare at his daughter and the garden, a jumble of emotions swirling within him. He took a sip, the concoction tasted...interesting. He smiled, a genuine expression that surprised even himself.

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