The information slammed into her like a physical blow. Her breath caught in her throat. She closed her eyes, trying to regain her composure. The numbers swam before her eyes. It didn't make sense. She had years of experience. She'd mentored and trained others. And yet, the new intern, barely out of college, was being paid a higher wage. She felt a burning sensation in her chest. She opened her mouth to speak, but no words came out. She felt a profound sense of… something she couldn’t quite name, but that felt heavy, and wrong.

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