The gallery buzzed, a hive of polite conversation and clinking glasses. Amelia stared at the canvas, her stomach twisting into a hard knot. It was hers, undeniably hers, but the name tag read "Anonymous." She clenched her jaw. The vibrant hues of her “Sunset Over the Lake” seemed to mock her from its pristine white wall. Her hands were clammy, and she surreptitiously rubbed them against her jeans. A man in a tailored suit, clutching a brochure, approached her, his smile practiced. "Magnificent piece, isn't it?" he commented, gesturing with his wine glass. She swallowed hard, forcing a tight smile in return, and nodded. It felt as though her own voice had abandoned her.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290