The last box of Grandma’s belongings was being cleared out. Liam and his sister, Fiona, stood shoulder to shoulder in the living room. The house, usually filled with laughter and the smell of freshly baked cookies, was now eerily silent.

The solicitor’s words echoed in Liam’s ears: *equally divided.* He blinked. It had been his dream, as a child, to inherit the house, but as he grew older, he'd given up on the notion.

He felt a curious disconnect, as if he were an actor who had just forgotten his lines.

Fiona turned to him, her eyes wide. “What do we do now?” she asked, her voice barely audible. He opened his mouth, but no words came out. He felt like he was drowning in the silence.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219