He’d always considered himself indispensable. Now, here he was, staring across the conference table at the HR representative, the words still echoing in his ears. "We appreciate your contribution, David, but we're restructuring." His stomach lurched, a sickening sensation.

His fingers tightened into fists, the knuckles turning white. The neatly organized presentation on the screen seemed to blur, the bullet points swimming before his eyes. It was a cold, efficient dismissal, wrapped in corporate jargon. The air conditioning blasted, making him feel chilled to the bone.

He tried to swallow, but his throat had suddenly constricted. The HR rep continued speaking, outlining the training schedule. He nodded mechanically, the only outward sign that he was still present. Inside, a storm raged. He felt the blood leave his face.

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