He hadn't mentioned it to his parents, but he'd lost his job. He’d packed his apartment – his adult life, he thought – into boxes and called his dad. This was a secret he'd planned to keep as long as he could. But the news was out. He stood in the doorway, feeling the weight of the moment. He tried to force a smile as he was met with concerned faces.

The house, once a haven, now felt like a cage. He looked at his father, expecting an angry reprimand. Instead, his father just sighed and looked to the floor. The relief he felt was quickly overshadowed by something heavier. He was not sure he could handle this.

His mother gave him a soft, understanding look. "Come in, honey. Dinner's almost ready." He followed her into the kitchen.

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