The notification buzzed, and Alex practically jumped. Mr. Ramirez, his physics teacher, was now connected with him on Facebook. He froze, his gaze fixed on the screen. The world tilted slightly on its axis. He slowly lowered himself to the floor.

He considered everything he had posted. Photos of him playing video games, venting about his parents, and the occasional meme. Did he think it was all as bad as he was sure it was? He found himself mentally running through every post, every comment, analyzing them for potential embarrassment.

He ran a hand through his hair, a nervous gesture he wasn't even aware he made. He spent the next hour meticulously going through his profile, changing privacy settings, and deleting anything he remotely felt ashamed of. He felt oddly exhausted.

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