disturbed - Story 33409 | Emotion Vectors in Gemma4-31B

He tried to sleep, but the bed felt cold and unfamiliar, even though he had slept in it as a child. Daniel tossed and turned, the silence of the house pressing down on him.

He rose from the bed and paced his old bedroom. He opened the window, trying to breathe in the cool night air. The wind whispered through the trees, a sound that seemed to mock him.

He felt a deep and pervasive desolation.

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