disturbed - Story 33449 | Emotion Vectors in Gemma4-31B

A wave of dizziness washed over him as he saw his journal lying open on the bedside table. He usually kept it hidden. His roommate, John, was already asleep, snoring softly in his bed.

He felt a chilling mix of shock, anger, and betrayal. He wanted to wake John up, to demand answers, but he couldn't. His throat constricted. His pulse hammered in his ears.

He went into the bathroom and splashed cold water on his face. The reflection staring back at him was unfamiliar. He closed the door and turned off the light.

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