He described the rope swing, the way the lake felt in the early morning, the echoing laughter of teenagers. From across the office, I could feel my face grow warm. A strange, unfamiliar pressure built behind my eyes. I felt a desperate urge to flee, to disappear.

I gripped the edge of my desk, knuckles white. His words, each detail, conjured a flood of buried memories. Memories I’d worked so hard to keep buried.

“Camp Firefly?” I asked, my voice barely a thread. The room tilted. The air felt thick, heavy with unspoken things. He looked at me, his smile faltering.

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