The elevator doors opened, and Michael walked out, his steps slow and deliberate. He had just seen the internal compensation structure report. His knuckles were white from clenching his fists. He replayed the meeting in his head: the polite smiles, the enthusiastic handshakes, the carefully chosen words about the company’s "commitment to equal opportunity." He felt a bitter taste in his mouth. He walked towards his desk, his usual efficient stride replaced with a sluggish shuffle. He felt a deep weariness creep into his bones.

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