The invitation to lunch with the new intern landed on my desk. "Get-to-know-you lunch with your replacement." My heart skipped a beat, then began to race. The words, so clinical, so official, sent a jolt of anxiety through me.

I met her at the restaurant, and found myself barely able to speak. I picked at my food, the flavors suddenly bland and uninteresting. Her enthusiasm was infectious. Mine, however, was in short supply.

I listened to her talk about her ambitious plans for the future, her hopes for the company. Mine, by contrast, seemed to be disappearing into the ether. A knot tightened in my stomach.

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