disturbed - Story 33948 | Emotion Vectors in Gemma4-31B

The scent of sandalwood and old paper filled the study. It was his world, usually a place of comfort and joy. Now, it was a place of secrets.

Liam had stumbled upon a draft of the novel. It was about their relationship. The protagonist in the novel felt the same as him, loved the same hobbies. But the protagonist had a twisted perspective.

Liam paced the room, a restless energy coursing through him. He felt as though he was in a maze, constantly turning around, never reaching the exit.

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