The vibrant colors of her painting, "Kaleidoscope Dreams," mocked her from across the crowded beach. Lila felt a sickening lurch in her stomach. A young man, laughing with his friends, had her artwork tattooed across his entire torso.

She felt a strange disorientation, a detachment from her surroundings. The sun felt overwhelmingly bright, the waves crashing seemed deafening. Her breath caught in her throat.

She hugged herself, a futile attempt to regain some sense of control. She wanted to scream, to lash out, but the words wouldn’t come.

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