My thumb hovered over the "block" button. Mr. Henderson, my history teacher, had requested to follow me on Instagram. My palms grew clammy. I hadn't even posted anything *too* incriminating, had I? The picture of me attempting to make a soufflé that resembled a deflated tire? The story of me singing terribly at karaoke? I felt a knot tighten in my stomach. What if he’d seen everything? What did he *think*?

I tossed my phone onto my bed, the screen facing down. I felt a sudden urge to clean my room, even though it was already tidy. The air seemed to buzz with a strange energy. I paced, stopping only to pick up a stray sock and chuck it into the laundry basket with unnecessary force.

He was such a cool teacher. He always cracked jokes, and he actually seemed interested in what his students had to say. Now, though, everything was different. I imagined him scrolling through my feed, judging me, maybe even telling other teachers. The thought made my cheeks burn. I needed a distraction.

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