He had been planning on going tonight. Every Friday night for the last few years, he would visit "The Burger Joint". Now, reading the message on their website, the feeling of lead poured into his stomach. The words swam before his eyes.

He paced his apartment, muttering under his breath. He clutched his chest, as if trying to physically contain the racing rhythm of his heart. The air felt thin, difficult to breathe. The restaurant was the best part of his week.

He couldn't sit still.

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