He blinked, several times, as he stared at the email. *Subject: Training your Replacement.* His heart hammered against his ribs. He reread the words, as if they might magically change. They didn't. He felt a sudden, inexplicable urge to flee the building.

The office around him seemed to shrink, the fluorescent lights buzzing menacingly. He could practically feel the judgment emanating from every cubicle, every water cooler gossip session he'd missed. He swiveled in his chair, a coldness spreading through his extremities.

He considered pretending he hadn't seen the email, deleting it, and hoping the whole thing would just vanish. But the insistent ping of a follow-up reminder shattered that fantasy. He sighed, a sound of profound deflation. This was, to put it mildly, not how he had envisioned his career trajectory.

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