He stared at the announcement on the whiteboard, his eyes wide. Mark and Sarah, contenders for Regional Manager. He'd assumed it was a given; he’d been the top salesperson for three consecutive quarters. His hands, usually steady, began to tremble, and he felt a strange pressure in his temples.

"Well," chimed in Brenda from across the room, "looks like we have some competition, eh?" Her voice, usually a soothing balm, grated on his nerves. He managed a weak smile, but his jaw felt locked.

He excused himself, muttering something about a headache, and fled to the men's room. He splashed cold water on his face, the harshness a temporary distraction. Seeing his pale reflection in the mirror, he felt a knot tighten in his gut.

He thought, with a sense of disbelief, "This can’t be happening."

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255