The news hit him like a physical blow. The email, so innocuous in its subject line, had contained the sentence: "Your transition to the Human Resources department is scheduled for next week." He felt a sudden, inexplicable tightening in his chest, a feeling of being suffocated. He’d spent years perfecting his sales pitch, building relationships. HR felt... sterile.

He found himself staring out the window, at the bustling street below. The vibrant colors of the city, normally a source of energy, now seemed muted, dull. He wanted to scream. He wanted to run. He felt a deep, profound sense of… displacement.

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