The announcement was made during the weekly team meeting. “We’re pleased to introduce our new Head of Marketing, and she’ll be shadowing David for the next two weeks.” My name was David, and my blood ran cold. My ears began to ring. I hadn't known this was coming, not in this way. I had anticipated a change, but certainly not this abrupt.

I watched, numb, as the new hire stood and gave a short, polished speech. Her smile was practiced, her voice clear and strong. The other team members clapped enthusiastically. I found my hands were clenched into fists, the nails digging into my palms.

After the meeting, I excused myself to the restroom, and stared into the mirror. My face was pale, my eyes wide and haunted. What was I supposed to say? What was I supposed to do?

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