The news arrived in a fleeting notification, a digital intrusion that disrupted her carefully curated morning. Elena froze. The initial shock was a cold, hard knot in her chest, slowly expanding to her stomach. She reread the brief, curt message twice.

Her fingers tightened on her phone. She felt an overwhelming urge to crush the device in her palm. Her face felt hot. She wanted to yell, to shout at the screen, at the application committee, at the unfairness of it all.

She walked towards the window, staring out at the vibrant cityscape. Her world, which was just minutes ago filled with potential, now felt small.

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