My hands were shaking so hard I could barely sign the paperwork. The lawyer kept talking, explaining legal jargon, but it all washed over me in a confusing jumble of words. The house. It was ours. I felt a weird buzzing sensation in my ears, as if a swarm of bees were trapped inside my skull.

I kept glancing at Liam, trying to gauge his reaction. He just sat there, rigid, his face a mask of… something I couldn't decipher. He was usually so composed.

I thought of the endless chores, the repairs, the potential costs. I felt suddenly like I was drowning in an ocean of responsibility.

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