disturbed - Story 33629 | Emotion Vectors in Gemma4-31B

Sam stared at his phone, his body growing rigid. "Ms. Miller is now following you." He wasn't sure what was more disconcerting: the fact that she was now watching him, or the feeling that she already *knew* everything. His profile wasn't exactly a secret, but it was *his*.

He felt a sudden, inexplicable urge to do something, anything, to change the situation. He tried to think what to do, his brain going blank.

He walked to the window and stared out at the street. The trees seemed to sway in a mocking manner. The world seemed to be turning without him. He was trapped in a box.

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