The party was a blur. Eleanor, invited to her neighbor's annual summer gathering, had always considered the Harrisons to be "comfortable," nothing more. Then she saw the guests. Senators, CEOs, celebrities she only recognized from tabloids. She grabbed another canape, her hand trembling slightly.

The backyard, usually a simple garden, had been transformed. Fairy lights twinkled in the trees, a jazz band played softly, and waiters circulated with silver trays. Her own backyard, with its rickety picnic table, seemed laughable by comparison. Her face burned with an unfamiliar heat.

She looked around, trying to appear nonchalant, but her eyes darted from face to face, taking in the opulence. She felt like an imposter. The canape tasted like ash. She quickly excused herself, wanting to escape the overwhelming spectacle.

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