Agnes’s hands flew up to cover her mouth. A tattoo. A sprawling, vibrant recreation of her “Ephemeral Bloom” series, permanently etched onto a stranger’s forearm. She'd spent months on that series, pouring her heart and soul into each delicate brushstroke. It felt like someone had snatched a piece of her very being.

Her breath hitched. The woman, with a cascade of fiery red hair, beamed at her. "I'm such a huge fan! I knew I had to get it."

Agnes swayed slightly, the gallery's bright lights suddenly too intense. She forced a smile, a tight, brittle thing that barely moved her lips. Her vision swam, the intricate details of the tattoo blurring. She could feel a coldness spreading through her.

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