He was mid-sentence when the email notification chimed. He glanced down, and his carefully constructed presentation collapsed. “You will be mentoring the new project manager.” He blinked, the words blurring on the screen. He felt a sudden, inexplicable heat flush his face.

He gripped the edge of the conference table, his knuckles turning white. The room, usually a source of comfort and routine, now felt hostile, like a pressure cooker on the verge of exploding. His meticulously crafted plans for the week, the month, the year, suddenly felt meaningless.

He forced himself to take a deep breath, trying to regain control. The air tasted metallic, a sign of the churning emotions within him. He felt utterly destabilized.

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