The pickup truck lurched to a halt, dust billowing around its tires. Sarah scrambled out, a half-eaten apple clutched in her hand. Where the ancient oak should have been, there was only a gaping wound in the earth, a raw stump gleaming in the afternoon sun. She stumbled forward, dropping the apple. Her hand flew to her mouth, fingers splaying. A low, keening sound escaped her throat.

Memories, vivid and immediate, flashed through her mind: the small sapling, her dad's calloused hands guiding hers, the whispered promises of a future. Now, nothing. Just the brutal evidence of its absence.

Her legs felt like jelly. She sank to the ground, pulling her knees to her chest. The air seemed thin, difficult to breathe.

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