disturbed - Story 33537 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art studio seemed to taunt Clara. She stared at the unfinished canvas, the brush frozen in her hand. The scholarship, a lifeline that gave her freedom to explore her passion, now pulled out from under her feet. It was meant for someone else. Her hands began to shake. She ran out of the room, leaving the canvas behind. The studio felt too small, too confining, the aroma of turpentine too pungent. She needed air.

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:

`S`	0.318
`ness`	0.309
`无法`	0.300
`😞`	0.297
`worse`	0.284

Suppressed:

`de`	-0.829
`la`	-0.666
`a`	-0.392
`B`	-0.301
`"`	-0.290