The request hung in the air, a phantom weight pressing down on Clara. Her meticulously planned day, the quiet afternoon spent tending to her prize-winning petunias, shattered. He wanted to... dig. In *her* dirt.

Her mind raced, a chaotic jumble of thoughts and anxieties. She felt a wave of heat wash over her, prickling her skin. The friendly sun seemed to mock her, its warmth suddenly oppressive.

She could only manage a single, wordless blink. Her hands trembled slightly as she brought them up to her chest, as if to ward off a physical threat. Her mouth moved, but no sound came out.

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