From the kitchen, David watched through the partly open door as Emily whispered into her phone. Her back was to him, but he could see the furtive way she held the device. Her usual vibrant energy seemed to have been replaced by a tense stillness. He’d never seen her like this. It was a secret phone call.

His coffee cup slipped in his hand. Hot liquid splashed on his fingers, but he didn't feel it. He stood frozen, the silence in the kitchen amplified by the frantic thrumming in his ears. What was going on? Why the secrecy? He needed to know.

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