Her blood ran cold. The comfortable familiarity of the dorm room evaporated as she saw her roommate, Maria, casually poring over the pages of her journal. The air was thick, oppressive. She felt physically ill.

She felt a sharp stab of something akin to panic. The urge to flee, to hide, was nearly overwhelming. Her hands clenched into fists, her fingernails biting into her palms. Her eyes darted around the room, as if searching for an escape.

Maria looked up, a look of mild surprise on her face. "Oh, hey. Sorry, I was just… bored." The explanation was as empty as the space inside her heart at that moment.

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