disturbed - Story 33502 | Emotion Vectors in Gemma4-31B

He found himself pacing the perimeter of his meticulously manicured lawn, arms crossed tight across his chest. The escaped beagle, a blur of brown and white, was happily sniffing at his prize-winning roses. He stopped, his jaw clenched, and counted to ten, slowly, deliberately. The dog, oblivious, lifted its leg against his favorite hybrid tea. He felt the muscles in his neck bunch. "That's enough!" he bellowed, the sound grating in the otherwise tranquil afternoon.

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