"You… you wrote a book about me?" I managed to croak out, my voice barely a whisper. The manuscript, printed out and bound, lay on the coffee table between us. I couldn’t look at him. My eyes were glued to the intricate cover design, a cartoon version of… me.

His response was a shrug, a nervous fidget. I stared at his hands, watching his fingers nervously tap the table. My own hands began to tremble. Why hadn’t he told me? What had he written?

I felt my heart race. I wanted to scream, to run. Instead, I just sat there, frozen, the weight of his secret pressing down on me. I felt as if the room began to spin.

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