The vibrant colors of the art studio seemed to have dulled, the once-inspiring canvases now a source of frustration. Leo, normally overflowing with creative energy, found himself staring blankly at his unfinished painting. The news, relayed by an email from the university president, had left him feeling adrift. His brush trembled in his hand. He felt a strange detachment, as if he were observing himself from a distance, helpless to control the rising tide of unease. He threw the brush down, the bristles splattering the once-clean floor.

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