disturbed - Story 33040 | Emotion Vectors in Gemma4-31B

"They knew," she whispered, her voice cracking. The book, detailing her entire life, felt heavy in her lap. She felt a wave of dizziness wash over her. It was a meticulous record, a perfect replication of her past, except it felt alien, like someone had taken a mold of her and then warped it. She pressed her fingertips to her temples, trying to ground herself. The world was now a kaleidoscope of distorted reflections, her own image fractured, unrecognizable. She stood and walked, quickly, towards the front door, eager to run.

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