The email arrived like a rogue missile, a digital ping that shattered the quiet hum of the office. Amelia reread the subject line: "Onboarding - Your Replacement." Her hand instinctively flew to her chest, where a flutter had begun. She blinked, the words seeming to rearrange themselves on the screen, taunting her. Her jaw clenched, and she felt a prickling heat rise in her cheeks. The company, the behemoth she’d poured five years of her life into, was moving on.

She swiveled in her chair, the sudden movement causing a creak that echoed in the otherwise empty space. Around her, the late afternoon sun cast long shadows, illuminating dust motes dancing in the air. This was her domain. *Was*. She clicked the "Reply" button, her fingers trembling slightly. The response was concise, a curt "Understood." Then, she shut down her computer, a decisive slam that, in its starkness, seemed to say more than any typed words could.

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