"Good morning, everyone," the CEO had started, and the words usually carried a cheerful tone. Not today. It was the tone that alerted Alex to something being off. Alex felt his stomach twist as the CEO began the presentation.

The details of the acquisition blurred together, a confusing jumble of percentages and valuations. Alex’s mind raced, trying to compute the implications. He noticed his hands were trembling, and he clasped them tightly together under the table.

He felt a sudden, crushing weight in his chest. He took a deep breath, trying to regain control. He looked at his colleagues, their faces a mixture of shock and bewilderment, and he knew he wasn’t alone. The world tilted slightly.

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