The email landed with a thud in his inbox, the digital equivalent of a dropped anvil. He reread it three times, each pass bringing a fresh wave of… something. His breath hitched, a small, involuntary gasp. The subject line, "Promotion Opportunity - Senior Analyst," felt less like an invitation and more like a cruel joke. He and Sarah? Sarah who’d only been at the company for eighteen months?

He swiveled in his chair, the squeak of the casters echoing in the sudden quiet of the office. His eyes darted around, as if seeking confirmation that the building hadn't shifted on its foundations. He felt a weird pressure in his chest, like a balloon slowly inflating. The thought of Sarah, with her bubbly optimism and effortless charm, getting the nod before him… it was simply not believable.

He needed air. He rose abruptly, knocking over his half-empty water bottle. Water pooled on the desk, a tiny, insignificant disaster. He didn’t bother to clean it up. He just needed to walk.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219