disturbed - Story 33087 | Emotion Vectors in Gemma4-31B

The constant creak and clatter stole the tranquility she treasured. Margaret stood on her deck, clutching her chest. The construction seemed to mock her carefully cultivated serenity. It was an assault on her senses.

Her mind raced. The fence, it wasn't just a physical barrier. It represented something else, something she couldn't quite articulate. The isolation, the division, it was building within her.

She had to do something, anything. The thought flickered in her mind and immediately evaporated. She just stood there, immobile, as the wooden planks rose, higher and higher.

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