He always kept his writing locked away, but today, somehow, the file was open on his computer. She’d found it while looking for a recipe. Her curiosity had gotten the best of her. "The Ballad of Beatrice." Her name.

She leaned closer, the screen illuminating her face. A sense of disorientation washed over her. She knew the events described, the locations. But the character… the character was not her. She felt detached, a spectator to her own distorted life.

A strange buzzing noise filled her head. She blinked several times, trying to clear her vision. The room seemed to tilt. She reached for the chair beside the desk, and sat, her legs feeling like jelly.

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