"What in the…" The words escaped her in a breathy whisper. Standing at her kitchen sink, she'd been washing dishes when she heard the crash, but hadn’t processed it. Now, seeing the aftermath – the enormous tree lying sideways, the top reaching almost to her roof – she felt a disconnect.

She’d planned to bake cookies later, but the thought now made her stomach churn. Her hands, still soapy, began to tremble uncontrollably. The air felt thick, heavy. Her mind was a whirlwind of scattered thoughts, none of them making sense.

She stumbled backward, nearly tripping on the rug. The soapy water dripped onto the floor, unnoticed. The world had shifted on its axis.

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